import numpy as np
import pandas as pd
import matplotlib
import matplotlib.pyplot as plt
!pip install folium
from datetime import datetime
import folium
from geopy.geocoders import Nominatim
import requests
from bs4 import BeautifulSoup
!pip install pgeocode
import pgeocode
import plotly.express as px
import math
from collections import defaultdict
!pip install plotly-express
import plotly.express as px
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Data Collection
police_killings = pd.read_csv('PoliceKillingsUS.csv', encoding='cp1252')
police_killings
| id | name | date | manner_of_death | armed | age | gender | race | city | state | signs_of_mental_illness | threat_level | flee | body_camera | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | Tim Elliot | 02/01/15 | shot | gun | 53.0 | M | A | Shelton | WA | True | attack | Not fleeing | False |
| 1 | 4 | Lewis Lee Lembke | 02/01/15 | shot | gun | 47.0 | M | W | Aloha | OR | False | attack | Not fleeing | False |
| 2 | 5 | John Paul Quintero | 03/01/15 | shot and Tasered | unarmed | 23.0 | M | H | Wichita | KS | False | other | Not fleeing | False |
| 3 | 8 | Matthew Hoffman | 04/01/15 | shot | toy weapon | 32.0 | M | W | San Francisco | CA | True | attack | Not fleeing | False |
| 4 | 9 | Michael Rodriguez | 04/01/15 | shot | nail gun | 39.0 | M | H | Evans | CO | False | attack | Not fleeing | False |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 2530 | 2822 | Rodney E. Jacobs | 28/07/17 | shot | gun | 31.0 | M | NaN | Kansas City | MO | False | attack | Not fleeing | False |
| 2531 | 2813 | TK TK | 28/07/17 | shot | vehicle | NaN | M | NaN | Albuquerque | NM | False | attack | Car | False |
| 2532 | 2818 | Dennis W. Robinson | 29/07/17 | shot | gun | 48.0 | M | NaN | Melba | ID | False | attack | Car | False |
| 2533 | 2817 | Isaiah Tucker | 31/07/17 | shot | vehicle | 28.0 | M | B | Oshkosh | WI | False | attack | Car | True |
| 2534 | 2815 | Dwayne Jeune | 31/07/17 | shot | knife | 32.0 | M | B | Brooklyn | NY | True | attack | Not fleeing | False |
2535 rows × 14 columns
Data Management
police_killings = police_killings.drop(['manner_of_death','age'], axis=1)
police_killings = police_killings.dropna(subset=['armed', 'race', 'flee'])
fixed_dates = []
for index, row in police_killings.iterrows():
date_str = ""
date_str += row['date'].split('/')[1]
date_str += '-'
date_str += row['date'].split('/')[0]
date_str += '-20'
date_str += row['date'].split('/')[2]
date_object = datetime.strptime(date_str, '%m-%d-%Y').date()
fixed_dates.append(date_object)
police_killings['date'] = fixed_dates
fixed_gender = []
for index, row in police_killings.iterrows():
if (row['gender'] == 'M'):
fixed_gender.append('Male')
else:
fixed_gender.append('Female')
police_killings['gender'] = fixed_gender
fixed_race = []
for index, row in police_killings.iterrows():
if (row['race'] == 'A'):
fixed_race.append('Asian')
elif (row['race'] == 'W'):
fixed_race.append('White')
elif (row['race'] == 'H'):
fixed_race.append('Hispanic')
elif (row['race'] == 'B'):
fixed_race.append('Black')
elif (row['race'] == 'N'):
fixed_race.append('Native')
else:
fixed_race.append('Other')
police_killings['race'] = fixed_race
police_killings.columns = ['ID', 'Name', 'Date', 'Armed With', 'Gender', 'Race', 'City', 'State', 'Has Signs of Mental Illness','Threat Level', 'Fleeing', 'Has Body Camera']
police_killings
| ID | Name | Date | Armed With | Gender | Race | City | State | Has Signs of Mental Illness | Threat Level | Fleeing | Has Body Camera | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | Tim Elliot | 2015-01-02 | gun | Male | Asian | Shelton | WA | True | attack | Not fleeing | False |
| 1 | 4 | Lewis Lee Lembke | 2015-01-02 | gun | Male | White | Aloha | OR | False | attack | Not fleeing | False |
| 2 | 5 | John Paul Quintero | 2015-01-03 | unarmed | Male | Hispanic | Wichita | KS | False | other | Not fleeing | False |
| 3 | 8 | Matthew Hoffman | 2015-01-04 | toy weapon | Male | White | San Francisco | CA | True | attack | Not fleeing | False |
| 4 | 9 | Michael Rodriguez | 2015-01-04 | nail gun | Male | Hispanic | Evans | CO | False | attack | Not fleeing | False |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 2523 | 2808 | Kesharn K. Burney | 2017-07-26 | vehicle | Male | Black | Dayton | OH | False | attack | Car | False |
| 2525 | 2820 | Deltra Henderson | 2017-07-27 | gun | Male | Black | Homer | LA | False | attack | Car | False |
| 2528 | 2812 | Alejandro Alvarado | 2017-07-27 | knife | Male | Hispanic | Chowchilla | CA | False | attack | Not fleeing | False |
| 2533 | 2817 | Isaiah Tucker | 2017-07-31 | vehicle | Male | Black | Oshkosh | WI | False | attack | Car | True |
| 2534 | 2815 | Dwayne Jeune | 2017-07-31 | knife | Male | Black | Brooklyn | NY | True | attack | Not fleeing | False |
2282 rows × 12 columns
columns = police_killings.columns
print("Missing Value Count per Column")
for column in columns:
print(str(column) + " has " + str(police_killings[column].isnull().sum()) + " missing values.")
Missing Value Count per Column ID has 0 missing values. Name has 0 missing values. Date has 0 missing values. Armed With has 0 missing values. Gender has 0 missing values. Race has 0 missing values. City has 0 missing values. State has 0 missing values. Has Signs of Mental Illness has 0 missing values. Threat Level has 0 missing values. Fleeing has 0 missing values. Has Body Camera has 0 missing values.
police_killings['Date'] = pd.to_datetime(police_killings['Date'], format="%Y-%m-%d", utc=False)
armed = []
for index, row in police_killings.iterrows():
if (row['Armed With'] == 'unarmed'):
armed.append('No')
else:
armed.append('Yes')
police_killings['Armed'] = armed
police_killings["Threat Level"] = police_killings["Threat Level"].str.title()
police_killings["Fleeing"] = police_killings["Fleeing"].str.title()
police_killings
| ID | Name | Date | Armed With | Gender | Race | City | State | Has Signs of Mental Illness | Threat Level | Fleeing | Has Body Camera | Armed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | Tim Elliot | 2015-01-02 | gun | Male | Asian | Shelton | WA | True | Attack | Not Fleeing | False | Yes |
| 1 | 4 | Lewis Lee Lembke | 2015-01-02 | gun | Male | White | Aloha | OR | False | Attack | Not Fleeing | False | Yes |
| 2 | 5 | John Paul Quintero | 2015-01-03 | unarmed | Male | Hispanic | Wichita | KS | False | Other | Not Fleeing | False | No |
| 3 | 8 | Matthew Hoffman | 2015-01-04 | toy weapon | Male | White | San Francisco | CA | True | Attack | Not Fleeing | False | Yes |
| 4 | 9 | Michael Rodriguez | 2015-01-04 | nail gun | Male | Hispanic | Evans | CO | False | Attack | Not Fleeing | False | Yes |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 2523 | 2808 | Kesharn K. Burney | 2017-07-26 | vehicle | Male | Black | Dayton | OH | False | Attack | Car | False | Yes |
| 2525 | 2820 | Deltra Henderson | 2017-07-27 | gun | Male | Black | Homer | LA | False | Attack | Car | False | Yes |
| 2528 | 2812 | Alejandro Alvarado | 2017-07-27 | knife | Male | Hispanic | Chowchilla | CA | False | Attack | Not Fleeing | False | Yes |
| 2533 | 2817 | Isaiah Tucker | 2017-07-31 | vehicle | Male | Black | Oshkosh | WI | False | Attack | Car | True | Yes |
| 2534 | 2815 | Dwayne Jeune | 2017-07-31 | knife | Male | Black | Brooklyn | NY | True | Attack | Not Fleeing | False | Yes |
2282 rows × 13 columns
Exploratory Data Analysis
gender_counts = police_killings["Gender"].value_counts()
gender_counts.plot.pie(autopct="%.2f%%")
plt.title('Gender Distribution of People Killed by Police')
plt.show()
mental_illness = police_killings["Has Signs of Mental Illness"].value_counts()
mental_illness.plot.pie(autopct="%.2f%%")
plt.title('Signs Mental Illness Distribution of People Killed by Police')
plt.show()
body_cam = police_killings["Has Body Camera"].value_counts()
body_cam.plot.pie(autopct="%.2f%%")
plt.title('Body Camera On Distribution of People Killed by Police')
plt.show()
race_killings_counts = police_killings["Race"].value_counts()
race_killings_counts = dict(race_killings_counts)
race_population = {'White': (0.593 * 331893745), 'Black': (0.136 * 331893745), 'Hispanic': (0.189 * 331893745), 'Asian': (0.061 * 331893745), 'Native': (0.013 * 331893745), 'Other': 2655149.96}
races = race_killings_counts.keys()
killings = race_killings_counts.values()
population = race_population.values()
fig, axs = plt.subplots(2, figsize=(15, 15))
axs[0].bar(races, killings)
axs[0].set_title("Number of Police Killings, per Race")
axs[0].set(xlabel='Race', ylabel='Number of Killings')
axs[1].bar(races, population)
axs[1].set_title("Population, per Race")
axs[1].set(xlabel='Race', ylabel='Population')
plt.show()
race_killing_proportion = {}
for key in race_killings_counts:
race_killing_proportion[key] = race_killings_counts[key] / race_population[key]
race = race_killing_proportion.keys()
proportions = race_killing_proportion.values()
plt.bar(race, proportions)
plt.title("Proportion of Race Killed by Police")
plt.xlabel("Race")
plt.ylabel("Proprtion")
plt.show()
police_killings['year_month'] = police_killings['Date'].map(lambda dt: dt.strftime('%Y-%m'))
grouped_ym = police_killings.groupby(police_killings['year_month']).size().to_frame("count").reset_index()
grouped_ym.plot(kind = "line", x = 'year_month', y = "count")
plt.title('Count of Police Killings (per month, 2015-2017)')
plt.xlabel('Date')
plt.ylabel('Life Expectancy')
Text(0, 0.5, 'Life Expectancy')
state_killing_counts = police_killings["State"].value_counts()
state_killing_counts = dict(state_killing_counts)
state_killing_counts = dict(sorted(state_killing_counts.items()))
state_population = {'CA': 39538223, 'TX': 29145505, 'FL': 21538187, 'NY': 20201249, 'PA': 13002700, 'IL': 12801989, 'OH': 11799448, 'GA': 10711908, 'NC': 10439388, 'MI': 10077331, 'NJ': 9288994, 'VA': 8631393, 'WA': 7705281, 'AZ': 7151502, 'MA': 7029917, 'TN': 6910840, 'IN': 6785528, 'MD': 6177224, 'MO': 6154913, 'WI': 5893718, 'CO': 5773714, 'MN': 5706494, 'SC': 5118425, 'AL': 5024279, 'LA': 4657757, 'KY': 4505836, 'OR': 4237256, 'OK': 3959353, 'CT': 3605944, 'UT': 3205958, 'IA': 3271616, 'NV': 3104614, 'AR': 3011524, 'MS': 2961279, 'KS': 2937880, 'NM': 2117522, 'NE': 1961504, 'ID': 1839106, 'WV': 1793716, 'HI': 1455271, 'NH': 1377529, 'ME': 1362359, 'RI': 1097379, 'MT': 1084225, 'DE': 989948, 'SD': 886667, 'ND': 779094, 'AK': 733391, 'DC': 689545, 'VT': 643077, 'WY': 576851}
state_population = dict(sorted(state_population.items()))
states = state_killing_counts.keys()
killings = state_killing_counts.values()
population = state_population.values()
fig, axs = plt.subplots(2, figsize=(15, 15))
axs[0].bar(states, killings)
axs[0].set_title("Number of Police Killings, per State")
axs[0].set(xlabel='State', ylabel='Number of Killings')
axs[1].bar(states, population)
axs[1].set_title("Population, per State")
axs[1].set(xlabel='State', ylabel='Population')
[Text(0.5, 0, 'State'), Text(0, 0.5, 'Population')]
state_abbrev = { "Alabama": "AL", "Alaska": "AK", "Arizona": "AZ", "Arkansas": "AR", "California": "CA", "Colorado": "CO", "Connecticut": "CT", "Delaware": "DE", "Florida": "FL", "Georgia": "GA", "Hawaii": "HI", "Idaho": "ID", "Illinois": "IL", "Indiana": "IN", "Iowa": "IA", "Kansas": "KS", "Kentucky": "KY", "Louisiana": "LA", "Maine": "ME", "Maryland": "MD", "Massachusetts": "MA", "Michigan": "MI", "Minnesota": "MN", "Mississippi": "MS", "Missouri": "MO", "Montana": "MT", "Nebraska": "NE", "Nevada": "NV", "New Hampshire": "NH", "New Jersey": "NJ", "New Mexico": "NM", "New York": "NY", "North Carolina": "NC", "North Dakota": "ND", "Ohio": "OH", "Oklahoma": "OK", "Oregon": "OR", "Pennsylvania": "PA", "Rhode Island": "RI", "South Carolina": "SC", "South Dakota": "SD", "Tennessee": "TN", "Texas": "TX", "Utah": "UT", "Vermont": "VT", "Virginia": "VA", "Washington": "WA", "West Virginia": "WV", "Wisconsin": "WI", "Wyoming": "WY", "District of Columbia": "DC", "American Samoa": "AS", "Guam": "GU", "Northern Mariana Islands": "MP", "Puerto Rico": "PR", "United States Minor Outlying Islands": "UM", "U.S. Virgin Islands": "VI", }
state_poverty = pd.read_csv('poverty_rates.csv')
state = []
for index, row in state_poverty.iterrows():
state.append(state_abbrev[row[0]])
state_poverty['State'] = state
state_poverty = dict(zip(state_poverty['State'], state_poverty['Poverty Rate']))
state_poverty = dict(sorted(state_poverty.items()))
poverty = state_poverty.values()
fig, axs = plt.subplots(2, figsize=(15, 15))
axs[0].bar(states, killings)
axs[0].set_title("Number of Police Killings, per State")
axs[0].set(xlabel='State', ylabel='Number of Killings')
axs[1].bar(states, poverty)
axs[1].set_title("Poverty Rate, per State")
axs[1].set(xlabel='State', ylabel='Poverty Rate')
[Text(0.5, 0, 'State'), Text(0, 0.5, 'Poverty Rate')]
state_diploma = pd.read_csv('state_diploma.csv')
state = []
for index, row in state_diploma.iterrows():
state.append(state_abbrev[row[0]])
state_diploma['State'] = state
state_diploma = state_diploma.drop(columns=['Unnamed: 2', 'Unnamed: 3', 'Unnamed: 4', 'Unnamed: 5'])
state_diploma = dict(zip(state_diploma['State'], state_diploma['Percent Over 25 With a High School Diploma or higher']))
state_diploma = dict(sorted(state_diploma.items()))
state_diploma.pop('PR')
diploma = state_diploma.values()
fig, axs = plt.subplots(2, figsize=(15, 15))
axs[0].bar(states, killings)
axs[0].set_title("Number of Police Killings, per State")
axs[0].set(xlabel='State', ylabel='Number of Killings')
axs[1].bar(states, diploma)
axs[1].set_title("Percent of People >25 y/o with Diploma, per State")
axs[1].set(xlabel='State', ylabel='Poverty Rate')
axs[1].set_ylim([80, 100])
(80.0, 100.0)
state_occurence = defaultdict(int)
for index, row in police_killings.iterrows():
state_occurence[row['State']] += 1
state = state_occurence.keys()
num_entries = state_occurence.values()
state_occurence = pd.DataFrame(list(zip(state, num_entries)),columns=['State','Occurences'])
fig = px.choropleth(state_occurence, locations='State', locationmode="USA-states", scope="usa",color='Occurences',
color_continuous_scale="Viridis_r", )
fig.show()
state_races = pd.read_csv('state_race.csv')
hispanic = []
white = []
black = []
native = []
asian = []
other = []
states = []
for index, row in state_races.iterrows():
# states.append(state_abbrev[row['State']])
hispanic.append((row['Hispanic'] / row['Total']) * 100)
white.append((row['White'] / row['Total']) * 100)
black.append((row['Black'] / row['Total']) * 100)
native.append((row['Indian'] / row['Total']) * 100)
asian.append((row['Asian'] / row['Total']) * 100)
other.append(((row['Other'] + row['Hawaiian'])/ row['Total']) * 100)
state_races.drop('Hawaiian', axis=1, inplace=True)
state_races.drop('Total', axis=1, inplace=True)
state_races.rename({'Indian': 'Native'}, axis=1, inplace=True)
# state_races['State'] = states
state_races['White'] = white
state_races['Black'] = black
state_races['Hispanic'] = hispanic
state_races['Asian'] = asian
state_races['Native'] = native
state_races['Other'] = other
state_races
| State | Hispanic | White | Black | Native | Asian | Other | |
|---|---|---|---|---|---|---|---|
| 0 | Alabama | 4.351991 | 2.262064 | 0.171034 | 0.070854 | 0.012098 | 1.835941 |
| 1 | Alaska | 7.199419 | 3.661108 | 0.159297 | 0.468799 | 0.194575 | 2.715641 |
| 2 | Arizona | 31.511985 | 19.637070 | 0.266683 | 0.539722 | 0.085614 | 10.982896 |
| 3 | Arkansas | 7.624126 | 3.813574 | 0.078191 | 0.107375 | 0.024603 | 3.600384 |
| 4 | California | 39.091445 | 19.540923 | 0.275990 | 0.457238 | 0.229576 | 18.587719 |
| 5 | Colorado | 21.655972 | 14.016981 | 0.202325 | 0.428044 | 0.061003 | 6.947619 |
| 6 | Connecticut | 16.445986 | 8.179470 | 0.843708 | 0.117545 | 0.041310 | 7.263953 |
| 7 | Delaware | 9.440114 | 5.926655 | 0.482495 | 0.074818 | 0.028832 | 2.927314 |
| 8 | District of Columbia | 11.108816 | 4.346885 | 0.850459 | 0.162399 | 0.059119 | 5.689954 |
| 9 | Florida | 25.775772 | 18.232454 | 0.706761 | 0.078169 | 0.052750 | 6.705637 |
| 10 | Georgia | 9.632952 | 5.153539 | 0.420888 | 0.166680 | 0.039271 | 3.852574 |
| 11 | Hawaii | 10.743525 | 2.574725 | 0.111755 | 0.099150 | 0.872771 | 7.085124 |
| 12 | Idaho | 12.709256 | 7.036726 | 0.055747 | 0.237294 | 0.051187 | 5.328304 |
| 13 | Illinois | 17.227648 | 8.938293 | 0.236502 | 0.162557 | 0.055913 | 7.834383 |
| 14 | Indiana | 7.099934 | 3.836122 | 0.143440 | 0.054757 | 0.024325 | 3.041291 |
| 15 | Iowa | 6.171629 | 4.078462 | 0.086444 | 0.078825 | 0.013429 | 1.914470 |
| 16 | Kansas | 12.071678 | 7.628083 | 0.207374 | 0.154157 | 0.046659 | 4.035406 |
| 17 | Kentucky | 3.764025 | 2.164232 | 0.116138 | 0.028889 | 0.013783 | 1.440984 |
| 18 | Louisiana | 5.217407 | 2.921269 | 0.247866 | 0.055953 | 0.020452 | 1.971866 |
| 19 | Maine | 1.726027 | 1.037943 | 0.065184 | 0.065855 | 0.008428 | 0.548617 |
| 20 | Maryland | 10.259301 | 4.083626 | 0.487377 | 0.076802 | 0.039784 | 5.571712 |
| 21 | Massachusetts | 12.049173 | 5.772804 | 0.685014 | 0.073563 | 0.046748 | 5.471044 |
| 22 | Michigan | 5.225665 | 3.080839 | 0.176029 | 0.071226 | 0.021135 | 1.876436 |
| 23 | Minnesota | 5.494034 | 2.672403 | 0.094229 | 0.109800 | 0.038249 | 2.579352 |
| 24 | Mississippi | 3.163891 | 1.623665 | 0.162853 | 0.035347 | 0.006070 | 1.335956 |
| 25 | Missouri | 4.289192 | 2.467326 | 0.090347 | 0.059241 | 0.021293 | 1.650986 |
| 26 | Montana | 3.908901 | 2.201647 | 0.093058 | 0.264009 | 0.012904 | 1.337283 |
| 27 | Nebraska | 11.173152 | 6.971992 | 0.111860 | 0.181773 | 0.021052 | 3.886474 |
| 28 | Nevada | 28.901544 | 13.889438 | 0.362277 | 0.388974 | 0.178531 | 14.082324 |
| 29 | New Hampshire | 3.895387 | 2.403479 | 0.199374 | 0.022284 | 0.013503 | 1.256748 |
| 30 | New Jersey | 20.427604 | 10.819300 | 0.771455 | 0.135030 | 0.070959 | 8.630860 |
| 31 | New Mexico | 49.202559 | 33.319170 | 0.262325 | 0.728891 | 0.112874 | 14.779299 |
| 32 | New York | 19.066030 | 7.141987 | 1.357582 | 0.174769 | 0.086765 | 10.304927 |
| 33 | North Carolina | 9.541973 | 4.969572 | 0.336012 | 0.116009 | 0.027132 | 4.093248 |
| 34 | North Dakota | 3.988064 | 1.997123 | 0.065755 | 0.262364 | 0.019464 | 1.643359 |
| 35 | Ohio | 3.939428 | 2.171324 | 0.173383 | 0.047459 | 0.016496 | 1.530765 |
| 36 | Oklahoma | 10.925035 | 6.245952 | 0.144885 | 0.379557 | 0.029752 | 4.124890 |
| 37 | Oregon | 13.223976 | 7.676256 | 0.088570 | 0.235637 | 0.061776 | 5.161737 |
| 38 | Pennsylvania | 7.595324 | 3.672452 | 0.525624 | 0.067011 | 0.028097 | 3.302140 |
| 39 | Puerto Rico | 98.678694 | 58.997150 | 11.201846 | 0.170350 | 0.113434 | 28.195913 |
| 40 | Rhode Island | 15.882711 | 7.553427 | 0.994141 | 0.142938 | 0.064284 | 7.127920 |
| 41 | South Carolina | 5.831209 | 3.068201 | 0.185289 | 0.056290 | 0.015182 | 2.506247 |
| 42 | South Dakota | 4.104006 | 2.263071 | 0.045489 | 0.322175 | 0.015694 | 1.457577 |
| 43 | Tennessee | 5.569213 | 3.356468 | 0.150703 | 0.049673 | 0.016080 | 1.996288 |
| 44 | Texas | 39.441532 | 27.780769 | 0.338654 | 0.254192 | 0.065342 | 11.002575 |
| 45 | Utah | 14.155289 | 7.225380 | 0.097644 | 0.174154 | 0.035827 | 6.622284 |
| 46 | Vermont | 2.004997 | 1.242752 | 0.074959 | 0.053657 | 0.013454 | 0.620175 |
| 47 | Virginia | 9.527981 | 5.101442 | 0.348734 | 0.066950 | 0.066891 | 3.943964 |
| 48 | Washington | 12.932133 | 6.069539 | 0.140100 | 0.214164 | 0.084180 | 6.424150 |
| 49 | West Virginia | 1.586732 | 0.972322 | 0.063737 | 0.004094 | 0.015492 | 0.531087 |
| 50 | Wisconsin | 7.030631 | 3.685103 | 0.126796 | 0.083417 | 0.023868 | 3.111448 |
| 51 | Wyoming | 10.123712 | 6.782512 | 0.063129 | 0.261633 | 0.025114 | 2.991324 |
| 52 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 53 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 54 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 55 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
url = "https://www.latlong.net/category/towns-236-55.html"
req = requests.get(url)
soup = BeautifulSoup(req.content, 'html.parser')
table = soup.find_all('table')
coord = pd.read_html(str(table))[0]
frames = []
frames.append(coord)
for i in range(2, 22):
curr_url = f'https://www.latlong.net/category/towns-236-55-{i}.html#'
curr_req = requests.get(curr_url)
curr_soup = BeautifulSoup(curr_req.content, 'html.parser')
curr_table = curr_soup.find_all('table')
curr_coord = pd.read_html(str(curr_table))[0]
frames.append(curr_coord)
url = "https://www.latlong.net/category/cities-236-15.html"
req = requests.get(url)
soup = BeautifulSoup(req.content, 'html.parser')
table = soup.find_all('table')
coord = pd.read_html(str(table))[0]
frames.append(coord)
for i in range(2, 13):
curr_url = f'https://www.latlong.net/category/cities-236-15-{i}.html'
curr_req = requests.get(curr_url)
curr_soup = BeautifulSoup(curr_req.content, 'html.parser')
curr_table = curr_soup.find_all('table')
curr_coord = pd.read_html(str(curr_table))[0]
frames.append(curr_coord)
coords = pd.concat(frames)
fixed_places = []
for index, row in coords.iterrows():
curr_string = str(row['Place Name'])
curr_string = curr_string.replace(', USA', '')
curr_string = curr_string.replace(', the US', '')
curr_string = curr_string.replace(', the United States', '')
fixed_places.append(curr_string)
coords['Place Name'] = fixed_places
place_names = []
for index, row in police_killings.iterrows():
curr_string = row['City'] + ", " + row['State']
place_names.append(curr_string)
police_killings['Place'] = place_names
place_coords = {}
for index, row in coords.iterrows():
coord = []
coord.append(row['Latitude'])
coord.append(row['Longitude'])
place_coords[row['Place Name']] = coord
lat = []
lon = []
for index, row in police_killings.iterrows():
if (row['Place'] in place_coords):
lat.append(place_coords[row['Place']][0])
lon.append(place_coords[row['Place']][1])
else:
lat.append(np.nan)
lon.append(np.nan)
police_killings['Latitude'] = lat
police_killings['Longitude'] = lon
police_killings_trimmed = police_killings.copy()
police_killings_trimmed = police_killings_trimmed.dropna(subset=["Latitude", "Longitude"])
map_osm = folium.Map(location=[47.116386, -101.299591], zoom_start=13)
for index, row in police_killings_trimmed.iterrows():
if row["Race"] == "Hispanic":
folium.Marker(location=[row["Latitude"], row["Longitude"]],
icon=folium.Icon(color='red')).add_to(map_osm)
elif row["Race"] == "White":
folium.Marker(location=[row["Latitude"], row["Longitude"]],
icon=folium.Icon(color='blue')).add_to(map_osm)
elif row["Race"] == "Black":
folium.Marker(location=[row["Latitude"], row["Longitude"]],
icon=folium.Icon(color='green')).add_to(map_osm)
elif row["Race"] == "Native":
folium.Marker(location=[row["Latitude"], row["Longitude"]],
icon=folium.Icon(color='orange')).add_to(map_osm)
elif row["Race"] == "Asian":
folium.Marker(location=[row["Latitude"], row["Longitude"]],
icon=folium.Icon(color='purple')).add_to(map_osm)
else:
folium.Marker(location=[row["Latitude"], row["Longitude"]],
icon=folium.Icon(color='white')).add_to(map_osm)
map_osm
#Citation: Some of this code was borrowed (self-plagiarized) from a project I have done in QUEST.
nomi = pgeocode.Nominatim('us')
cache = {"an": None}
zipcode = {'Sylvania': '43560', 'Blaine': '98230', 'Greer': '29650', 'Seattle': '98106', 'Toppenish': '98948', 'West Miami': '33144', 'Arvada': '80002', 'San Diego': '92101', 'Florence': '01062', 'Milton': '05468', 'Wauwatosa': '53225', 'Eugene': '97405', 'Kensington': '94707', 'Takoma Park': '20912', 'Oak Park': '91377', 'New York': '10022', 'Rio': '53960', 'Sherrills Ford': '28673', 'Williston': '58801', 'Plattsburgh': '12901', 'Woodhaven': '11421', 'The Woodlands': '77382', 'Holden': '01520', 'Kilgore': '75662', 'Gilford': '03249', 'Brooklyn': '11226', 'Palo Alto': '94306', 'Greenwood ': '46142', 'Winterport': '04496', 'Anaheim': '92804', 'Cincinnati': '45238', 'Napa': '94558', 'East Brunswick': '08816', 'Peoria': '85383', 'Fullerton': '92831', 'Bloomington': '47401', 'Anchorage': '99516', 'Silver Spring': '20901', 'Woodstock': '06281', 'New Hope': '18938', 'Altadena': '91001', 'Salt Lake City': '84108', 'Goose Creek': '29445', 'North Chesterfield ': '23235', 'Carlisle': '17013', 'Cambria': '93428', 'Naples': '34109', 'San Francisco': '94110', 'Sarasota': '34233', 'Edmonds': '98026', 'Ball Ground': '30107', 'Santa Rosa': '95407', 'Oakland': '94608', 'Johnson City': '37601', 'South Salem': '10590', 'Vandalia': '45377', 'Scarsdale': '10583', 'Pacific Palisades': '90272', 'Elk Grove': '95757', 'Lipan': '76462', 'Minneapolis': '67467', 'Pocasset': '02559', 'Bush': '70431', 'Ravenna': '44266', 'Reno': '89503', 'Odenton': '21113', 'Indianola': '98342', 'Mckeesport': '15135', 'Pinecrest': '33156', 'Shohola': '18458', 'Westville': '46391', 'Washington': '20003', 'Kings Point': '11024', 'Lacey': '98503', 'Sherman Oaks': '91403', 'Grand Rapids': '49503', 'Beachwood': '44122', 'North Charleston': '29405', 'Danville': '94526', 'Basking Ridge': '07920', 'Belleville': '62223', 'Butterfield': '56120', 'Garden City': '11530', 'Cary': '27513', 'Niskayuna': '12309', 'Lander': '82520', 'Miami': '33143', 'Los Angeles': '90048', 'Islip': '11751', 'Magnolia': '19962', 'Jeffersonville': '05464', 'Chicago': '60625', 'Sudbury': '01776', 'Annapolis': '21409', 'Laguna Niguel': '92677', 'South Dartmouth': '02748', 'Otsego': '55330', 'Saint Louis': '63124', 'Woodinville ': '98077', 'Keyport': '07735', 'Windsor': '06095', 'Gibsonville': '27249', 'Honeoye Falls': '14472', 'Frisco': '75034', 'Pittsburgh': '15221', 'Princeton': '08540', 'Fairfax': '05454', 'Fort Collins': '80521', 'Marinette': '54143', 'Santa Barbara': '93105', 'Newburgh': '12550', 'Roseburg': '97471', 'Phoenix': '85044', 'Troy': '62294', 'Philadelphia': '19143', 'Nashua': '03063', 'Miami Beach': '33140', 'North Mankato': '56003', 'Troutville': '24175', 'Fleetwood': '19522', 'Hollywood': '33020', 'Poughkeepsie': '12601', 'Smithtown': '11787', 'Brownsville': '78520', 'Bainbridge Island': '98110', 'Cleveland Heights': '44118', 'Mount Washington': '15211', 'Jamesville': '13078', 'Candler': '28715', 'Orange Park': '32065', 'Newhall': '91321', 'Westlake Village': '91361', 'El Paso': '79912', 'Las Vegas': '89169', 'Austin': '78703', 'Long Beach': '90803', 'Berkeley': '94709', 'Pensacola': '32503', 'Dubois': '82513', 'Calabasas': '91302', 'Moline': '61265', 'St Petersburg': '33703', 'Fayetteville': '30215', 'Lincoln': '68510', 'White Plains': '10604', 'Azusa': '91702', 'Sacramento': '95818', 'Ojai': '93023', 'Winter Park': '32789', 'Boulder': '80305', 'Wilmington': '19810', 'Santa Fe': '87505', 'San Leandro': '94577', 'Denver': '80238', 'Camarillo': '93010', 'Glendale': '91206', 'Forest Hills ': '11375', 'Brewster ': '10509', 'San Antonio': '78249', 'Waterford': '48328', 'Boston': '02130', 'Springfield': '65804', 'Nashville': '37218', 'Carmel': '46033', 'Tulsa': '74132', 'Albany': '12203', 'Portsmouth': '03801', 'Oceanside': '92058', 'Black Diamond': '98010', 'Houston': '77077', 'Bel Air': '21015', 'Huntington Beach': '92646', 'Alameda': '94501', 'Fennville': '49408', 'Placitas': '87043', 'Bettendorf': '52722', 'Chanhassen': '55317', 'New Orleans': '70115', 'Carmichael': '95608', 'Maple Glen': '19002', 'Missouri City': '77459', 'Suffolk': '23435', 'Wenonah': '08090', 'Aliquippa': '15001', 'Okatie': '29909', 'Ventura': '93003', 'Lahaina': '96761', 'East Boothbay': '04544', 'Ann Arbor': '48103', 'Albuquerque': '87120', 'Stonington': '06378', 'Mount Clemens': '48043', 'Teaneck': '07666', 'Norman': '73072', 'La Crescenta': '91214', 'Kansas City': '64118', 'Fresno': '93727', 'Palmetto Bay': '33157', 'South Lyme': '06376', 'Missoula': '59802', 'Hoover': '35244', 'Baton Rouge': '70806', 'Marlborough': '01752', 'Springdale': '72762', 'Bellingham': '98226', 'Arlington': '76012', 'Portland': '97232', 'Monterey ': '93940', 'Nottingham': '03290', 'Chula Vista': '91915', 'Leesburg': '20176', 'Milwaukie': '97267', 'Bozeman': '59718', 'Taylors': '29687', 'Greenville': '29607', 'Lee': '04455', 'Mishawaka': '46544', 'Eagan': '55123', 'Baldwin City': '66006', 'Bellaire': '77401', 'Ashburnham': '01430', 'Tucson': '85701', 'Lithonia': '30058', 'Hickory': '28601', 'Pasadena': '91105', 'Friday Harbor': '98250', 'Wanchese': '27981', 'Charleston': '29403', 'Fletcher': '28732', 'Watertown': '02472', 'Chelsea': '02150', 'Machipongo': '23405', 'Billings': '59101', 'Atlanta': '30309', 'Weaverville': '28787', 'Basalt': '81621', 'Newport': '02840', 'Newton': '02462', 'Laguna Woods': '92637', 'Lake Worth Beach': '33461', 'St. Augustine': '32092', 'Lancaster': '17602', 'Fort Myers': '33908', 'Richmond': '01254', 'Loveland': '45140', 'Chico': '95926', 'Hudsonville': '49426', 'Roseville': '95678', 'Charlotte': '28270', 'Schertz': '78154', 'Beverly Hills': '90212', 'Athens': '30606', 'Stanwood': '98292', 'North Canton': '44720', 'Plymouth': '55447', 'New Paltz': '12561', 'Ballston Lake': '12019', 'Suitland': '20746', 'Akron': '44301', 'Huntley': '60142', 'Mathews': '23109', 'Ossining': '10562', 'Churchville': '21028', 'Detroit ': '48217', 'Berkley': '48072', 'Westport': '06880', 'Mercer Island': '98040', 'San Marcos': '92078', 'Mount Pleasant': '29464', 'Redding': '96003', 'San Mateo': '94402', 'Honolulu': '96813', 'Woodbridge': '06525', 'Needham': '02492', 'Brooktondale': '14817', 'Cushing': '74023', 'Wynnewood': '19096', 'Harahan': '70123', 'Hoboken': '07030', 'Carolina': '00983', 'Woodside': '94062', 'Royal Oak': '48067', 'Los Alamitos Ca': '90720', 'Cadott': '54727', 'Columbia': '21046', 'Pittsboro': '27312', 'Chantilly': '20152', 'Buffalo': '14216', 'Corona': '92879', 'Montecito': '93108', 'Roxbury': '02119', 'New York ': '10021', 'Lawrenceville': '08648', 'Lake Oswego': '97034', 'Wichita Falls': '76309', 'Diamond': '64840', 'Denton': '76207', 'El Prado': '87529', 'Lafayette': '80026', 'Cave Creek': '85331', 'Tracy': '95376', 'Inglewood': '90301', 'Winston Salem': '27103', 'Valencia': '91354', 'Cranston': '02921', 'Jupiter': '33477', 'Mashpee': '02649', 'Omaha': '68104', 'Tampa': '33604', 'Visalia': '93291', 'Cambridge': '02139', 'Manhasset': '11030', 'Chapin': '29036', 'Concord': '03301', 'Incline Village': '89451', 'Knoxville': '37914', 'Palm Desert': '92260', 'Media': '19063', 'Heppner': '97836', 'Eddy': '76524', 'Hatfield': '19440', 'Huntersville': '28078', 'Staten Island': '10304', 'Mission Viejo': '92692', 'Bogart': '30622', 'San Clemente': '92673', 'Rochester': '14624', 'Kirkland': '98033', 'W Yarmouth': '02673', 'Newport Beach': '92625', 'Westerville': '43082', 'Holmdel': '07733', 'Waynesville ': '28786', 'Windcrest': '78239', 'Waunakee': '53597', 'Kissimmee': '34759', 'Mansfield': '44907', 'Naperville': '60565', 'Longmont': '80501', 'Front Royal': '22630', 'South Richmond Hill': '11419', 'Lexington': '40502', 'Grand Forks': '58203', 'Shelby': '49455', 'Van Nuys': '91406', 'Pacific Grove': '93950', 'Califon': '07830', 'Bellevue': '68123', 'Millburn': '07041', 'Saint Anne': '60964', 'Orange': '92866', 'Tiburon': '94920', 'Pleasanton': '94588', 'Hot Springs': '71901', 'Encinitas': '92024', 'Cuyahoga Falls': '44223', 'Parkers Prairie': '56361', 'Algonquin': '60102', 'Rapid City': '49676', 'Williamsburg': '23188', 'Lihue': '96766', 'Winder': '30680', 'Orlando': '32819', 'West Chester': '19382', 'Hudson': '12534', 'Dallas': '75243', 'Tacoma': '98406', 'Germantown': '20874', 'Varysburg': '14167', 'Denali Park': '99755', 'Sahuarita': '85629', 'Kapa\xa0ªa': '96746', 'Hurricane': '25526', 'Santa Cruz': '95060', 'Flat Rock': '48134', 'Sanford': '32771', 'Baldwin': '11510', 'Canonsburg': '15317', 'Newnan': '30263', 'Waikoloa': '96738', 'Bloomfield Hills': '48304', 'Venice': '90291', 'Mill Creek': '98012', 'Steamboat Springs': '80487', 'Greenfield': '01301', 'Winter Haven': '33884', 'Punta Gorda': '33950', 'Winter Springs': '32708', 'Lake Mary': '32746', 'Sunnyvale': '94086', 'Dpo': '09974', 'Durham': '27707', 'Longboat Key': '34228', 'Ipswich': '01938', 'Methuen': '01844', 'Pleasant Hill': '94523', 'Stockbridge': '01262', 'Hammonton': '08037', 'Greensboro': '27410', 'Bend': '97703', 'Oak Ridge': '37830', 'Christiansted': '00820', 'Vancouver': '98685', 'Somers': '06071', 'Menlo Park': '94025', 'Kirkwood': '95646', 'Los Angeles ': '90026', 'Camden': '08104', 'Monroe Township': '08831', 'La Pryor': '78872', 'Mill Valley': '94941', 'Brisbane': '94005', 'Scottsdale': '85254', 'Plano': '75024', 'Carpinteria': '93013', 'Columbus': '43202', 'Huntington': '25701', 'Chagrin Falls': '44022', 'Raleigh': '27604', 'Alpharetta ': '30022', 'Granville': '43023', 'Quinton': '23141', 'Southfield': '48033', 'Braddock': '15104', 'Danby': '05739', 'Santa Clara': '95051', 'Rancho Mission Viejo': '92694', 'Makawao': '96768', 'Dunedin': '34698', 'Carnation': '98014', 'Grasonville': '21638', 'Irvine': '92620', 'Alexandria': '22310', 'Natick': '01760', 'Amity': '97101', 'Taunton': '02780', 'Delancey': '13752', 'Tempe': '85284', 'Katy': '77494', 'Middlefield': '06455', 'Millport': '14864', 'Weymouth': '02189', 'Lynnwood': '98087', 'Reading': '19611', 'West New York': '07093', 'Indio': '92201', 'Odessa': '79765', 'Laguna Beach': '92651', 'Boerne': '78006', 'Jamaica Plain': '02130', 'Daly City': '94014', 'South Burlington': '05403', 'Los Alamos': '87544', 'Yellow Springs': '45387', 'Woodland Hills': '91303', 'San Marino': '91108', 'Tustin': '92780', 'Fremont Center': '12736', 'Mena': '71953', 'Goleta': '93117', 'Golden Valley': '55427', 'Stevens Point': '54481', 'Henderson': '89012', 'San Jose': '95118', 'Mount Rainier': '20712', 'Hinsdale': '60521', 'Redwood City': '94063', 'North Salt Lake': '84054', 'Fitchburg': '53711', 'Overland Park': '66212', 'Mechanicsburg': '17055', 'Manassas': '20110', 'Monte Sereno': '95030', 'Highland Park': '60035', 'Sturbridge': '01566', 'Escalon': '95320', 'Vassalboro': '04989', 'Winthrop': '98862', 'Charlottesville': '22911', 'Shawnee': '66226', 'Grand Island': '68803', 'Ferndale': '48220', 'Dublin': '18917', 'Sammamish': '98075', 'Anthem': '85086', 'Fremont': '94536', 'Tujunga': '91042', 'Shepherdstown': '25443', 'Corpus Christi': '78412', 'Stilwell': '66085', 'Sag Harbor': '11963', 'Astoria': '11105', 'Oklahoma City': '73118', 'Topeka': '66603', 'La Jolla': '92037', 'Renton': '98056', 'Wayne': '19087', 'Nelson': '03457', 'Colorado Springs': '80903', 'Manhattan Beach': '90266', 'Fernandina Beach': '32034', 'East Stroudsburg': '18302', 'Wdc': '20009', 'Salem ': '97306', 'Valparaiso': '46383', 'Amarillo': '79121', 'Weed': '96094', 'Ormond Beach': '32174', 'Dracut': '01826', 'La Grange': '60525', 'West Brookfield': '01585', 'Newcastle': '98056', 'Glen Allen': '23059', 'Mahopac': '10541', 'Severna Park': '21146', 'Holland': '43528', 'Temple City': '91780', 'Louisville': '40291', 'Hermosa Beach': '90254', 'Malibu': '90265', 'Aptos': '95003', 'Malden': '02148', 'Savannah': '31411', 'Old Forge': '18518', 'Covington': '41014', 'Auburn': '36830', 'Westminster': '29693', 'Fort Atkinson': '53538', 'Seneca': '29672', 'Flower Mound': '75022', 'Shokan': '12481', 'Salida': '81201', 'Brookline': '02446', 'Pennsburg': '18073', 'Blacklick': '43004', 'Kaneohe': '96744', 'East Rockaway': '11518', 'Saint Paul': '55117', 'Boise': '83712', 'Manchester': '03103', 'Flushing': '11358', 'Aurora': '68818', 'Dayton': '45420', 'Patterson': '12563', 'Mount Vernon': '10552', 'Woodacre': '94973', 'Keller': '76248', 'Smyrna': '30080', 'Fairplay': '80440', 'Marshall': '49068', 'Long Island City': '11104', 'Little Rock': '72223', 'Clearwater': '33765', 'Carlsbad': '92011', 'Ramsey': '07446', 'Studio City': '91604', 'Geneva': '60134', 'Brentwood': '37027', 'Adamstown': '21710', 'North Hollywood': '91607', 'Paicines': '95043', 'Jackson': '08527', 'Mankato': '56001', 'East Setauket': '11733', 'Coeur D Alene': '83814', 'La Ca√±Ada Flintridge': '91011', 'Helena': '59601', 'Waltham ': '02453', 'Porter Ranch': '91326', 'Orting': '98360', 'Baltimore': '21209', 'Falls Village': '06031', 'Greenwood Village': '80111', 'Belmont': '94002', 'Fallbrook': '92028', 'Wheaton': '60189', 'Los Altos Hills': '94022', 'Georgetown': '78628', 'Detroit': '48221', 'Provo': '84604', 'Yankton': '57078', 'Monterey': '93940', 'Diamond Springs': '95619', 'Emerald Hills': '94062', 'Darby': '59829', 'Chelmsford': '01824', 'Exeter': '02822', 'Walnut Creek': '94597', 'Rosemont': '60018', 'South Westerlo ': '12083', 'Fox Island': '98333', 'E Sandwich': '02537', 'Eureka': '95501', 'El Portal': '33138', 'Watkinsville': '30677', 'Manalapan': '07726', 'San Luis Obispo': '93401', 'Bay Village': '44140', 'Brackney': '18812', 'Cooper City': '33328', 'Drexel Hill': '19026', 'Shalimar': '32579', 'East Hampton': '11937', 'Hampton Cove': '35763', 'Ballston Spa': '12020', 'South Orange': '07079', 'Alburtis': '18011', 'Fairfield': '52556', 'Sunland': '91040', 'Cibolo': '78108', 'Wentworth': '03282', 'Willow Grove': '19090', 'Belfast': '04915', 'Ardmore': '19003', 'Greenbelt': '20770', 'Nantucket': '02554', 'Little Silver': '07739', 'Madison': '35757', 'Southampton': '11968', 'Red Bank': '07701', 'Valley Glen': '91401', 'Canyon Lake': '78133', 'La Canada Flintridge': '91011', 'Weston': '02493', 'Kailua Kona': '96740', 'Evansville': '47725', 'Minor Hill': '38473', 'Bala Cynwyd': '19004', 'Minnetonka': '55345', 'Montague': '01351', 'Peekskill': '10566', 'Westbury': '11590', 'Catonsville': '21228', 'River Edge': '07661', 'Yonkers': '10704', 'Pawling': '12564', 'Newport News': '23601', 'Cazadero': '95421', 'Tatum ': '75691', 'Clarion': '50525', 'Bernville': '19506', 'Wellesley': '02481', 'Midlothian': '23113', 'Ocean Springs': '39564', 'Port Henry': '12974', 'Alexander': '50420', 'Bryn Mawr': '19010', 'Lowell': '72745', 'Lakeside': '85929', 'Ogden': '84403', 'Langhorne': '19047', 'Meridian': '83642', 'Chapel Hill': '27516', 'Stevensville': '49127', 'Sterling': '01564', 'Lubbock': '79414', 'Framingham': '01701', 'Bargersville': '46106', 'Casco': '48064', 'Cumberland Foreside': '04110', 'Centreville': '20120', 'New Vernon': '07976', 'Marion': '43302', 'Davidsonville': '21035', 'Lake Bluff': '60044', 'Colo Spgs': '80906', 'South Pass City': '82520', 'Braintree': '02184', 'Cherry Hill': '08003', 'Rockville': '20852', 'West Hollywood': '90048', 'Decatur': '30033', 'Winter Garden': '34787', 'Allentown': '18104', 'Lee Vining': '93541', 'San Rafael': '94903', 'Sunny Isles Beach': '33160', 'Evanston': '60202', 'Chippewa Falls': '54729', 'Park City': '84098', 'Birmingham': '35243', 'Roslyn': '11576', 'Canton': '02021', 'Indian Wells': '92210', 'Pascoag': '02859', 'Sonoma': '95476', 'Lexington Park': '20653', 'Los Altos': '94022', 'Chandler': '85286', 'Smithfield': '84335', 'Mckinney': '75071', 'Mount Kisco': '10549', 'Woodbury': '11797', 'Highland': '12528', 'Saint Cloud': '56303', 'Dakota Dunes': '57049', 'Litchfield': '04350', 'Snowmass Village': '81615', 'Midland': '48640', 'Littleton': '80127', 'Lititz': '17543', 'Jacksonville': '32206', 'Laveen': '85339', 'Union City': '07087', 'Ridgewood': '11385', 'Bronx': '10464', 'Redmond': '98052', 'Keego Harbor': '48320', 'Washington ': '20003', 'Dripping Springs': '78620', 'Oakton': '22124', 'Tahoma': '96142', 'Claryville': '12725', 'Sparta': '07871', 'Sequim': '98382', 'Cedar Park': '78613', 'Falls Church': '22041', 'Sherborn': '01770', 'Burbank': '91506', 'Setauket': '11733', 'Forest Hills': '11375', 'Fallston': '21047', 'Escondido': '92025', 'Syracuse': '13214', 'Chevy Chase': '20815', 'Edina': '55410', 'Littlerock': '98556', 'Edwardsville': '62025', 'West Stockbridge': '01266', 'Happy Valley': '97086', 'Haddam': '06438', 'Jersey City': '07307', 'Mt. Juliet': '37122', 'Orinda': '94563', 'Cromwell': '06416', 'White Salmon': '98672', 'Savoy': '61874', 'Closter': '07624', 'Brookeville': '20833', 'Wildwood': '63038', 'Aztec': '87410', 'Royal Oaks': '95076', 'Livingston': '07039', 'Providence': '02907', 'North Brunswick': '08902', 'Yuma': '85364', 'Saint Petersburg ': '33701', 'Fairport': '14450', 'Potsdam': '13676', 'Beavercreek': '45432', 'Indianapolis': '46220', 'Pacifica': '94044', 'Lake Arrowhead': '92352', 'Scotch Plains': '07076', 'Stoughton': '02072', 'Cement City': '49233', 'La Canada Flt': '91011', 'Orwigsburg': '17961', 'Lake Lotawana': '64086', 'Schaumburg': '60193', 'La Plata': '20646', 'Spokane': '99218', 'Castle Pines': '80108', 'Davidson': '28036', 'Dover': '03820', 'Amesbury': '01913', 'Mesa': '85202', 'Glenview': '60025', 'Libertyville': '60048', 'Green Bay': '54301', 'Kentfield': '94904', 'Glenn Dale': '20769', 'La Canada': '91011', 'Perry Hall': '21128', 'Milford': '45150', 'Orem': '84097', 'Conifer': '80433', 'Chestnut Hill': '02467', 'Lincroft': '07738', 'Havertown': '19083', 'Asheville': '28803', 'Harlingen': '78552', 'Vieques': '00765', 'Dove Canyon': '92679', 'Duvall': '98019', 'Davis': '95618', 'Santa Monica': '90403', 'Delmar': '12054', 'Franklin': '02038', 'Norton': '02766', 'Bethel': '06801', 'Hampton Bays': '11946', 'Reston': '20194', 'West Springfield': '22152', 'Hadley': '01035', 'Rocky River': '44116', 'Stafford': '22554', 'Cheyenne': '82001', 'Roslindale': '02131', 'Vallejo': '94590', 'Pearl City': '96782', 'Big Sur': '93920', 'Hartsdale': '10530', 'Independence': '64057', 'Little Falls': '07424', 'Caldwell': '07006', 'New Rochelle': '10804', 'Olathe': '66061', 'Richardson': '75080', 'Mount Laurel': '08054', 'Tonawanda Town': '14217', 'Red Hook': '12571', 'Grand Marais': '55604', 'Pleasantville': '10570', 'Bethesda': '20814', 'Goodyear': '85395', 'Surprise': '85374', 'Grayslake': '60030', 'Alamo': '94507', 'Rego Park': '11374', 'Galloway': '08205', 'Preston': '21655', 'Winfield': '60190', 'Fort Wayne': '46807', 'Warrensburg': '64093', 'Martinsville': '08836', 'Winnetka': '60093', 'Poway': '92064', 'Rio Rancho': '87124', 'Ketchum': '83340', 'Costa Mesa': '92627', 'Crozet': '22932', 'Hoodsport': '98548', 'Lucasville': '45648', 'Darien': '06820', 'York': '29745', 'Brighton': '02135', 'Milpitas': '95035', 'Metairie': '70005', 'Lakewood Ranch': '34202', 'Humacao': '00791', 'Riegelsville': '18077', 'New Castle': '19720', 'Olympia': '98506', 'Lincolnton': '28092', 'Staatsburg': '12580', 'Sunset': '29685', 'Potomac': '20854', 'Essex': '12936', 'Mt Kisco': '10549', 'Hector': '14841', 'Grand Junction': '81505', 'Slidell': '70458', 'South Milwaukee': '53172', 'Cape Charles': '23310', 'Coon Rapids': '55433', 'Scottsville': '14546', 'Wyoming': '49519', 'Linden': '22642', 'Guttenberg': '07093', 'Indian Springs ': '35124', 'Gaithersburg': '20877', 'Gig Harbor': '98332', 'Seattle ': '98109', 'Westbrook': '06498', 'Gates Mills': '44040', 'Somerville': '04348', 'Belmont ': '03220', 'Warren': '16365', 'Edgartown': '02539', 'Nokomis': '34275', 'Owensboro': '42303', 'Glencoe': '60022', 'Kailua': '96734', 'Oregon City': '97045', 'Towson': '21286', 'Johns Creek': '30097', 'Novato': '94945', 'Fort Worth': '76109', 'Cle Elum': '98922', 'Chappaqua': '10514', 'Spring Grove': '60081', 'Brighton ': '02135', 'Hastings On Hudson': '10706', 'West Sacramento': '95691', 'Los Alamitos': '90720', 'Greenwich': '06830', 'Espanola': '87532', 'Lakeland': '33810', 'Flemington': '08822', 'Sagle': '83860', 'Waltham': '02453', 'Grass Valley': '95945', 'Ashland': '97520', 'Wilton': '06897', 'Montclair': '07043', 'Stanfordville': '12581', 'Chamblee': '30341', 'Atlantic Beach': '32233', 'Richland': '99354', 'Whitehouse Station': '08889', 'Quincy': '62301', 'King Of Prussia': '19406', 'Brooklyn ': '11213', 'Northglenn': '80233', 'Kingston': '03848', 'Cabin John': '20818', 'Keswick': '22947', 'Vienna': '04360', 'Pflugerville': '78660', 'Gardena': '90247', 'Virginia Beach': '23462', 'Allen Park': '48101', 'Lighthouse Point': '33064', 'Newton Highlands': '02461', 'Aberdeen': '98520', 'Cumberland': '21502', 'Marietta': '45750', 'Arlington Heights': '60004', 'Pearland': '77584', 'Castro Valley': '94546', 'Des Moines': '50312', 'Chatham': '07928', 'Irwin': '43029', 'Eastvale': '92880', 'Mountville': '17554', 'Twin Falls': '83301', 'Mccloud': '96057', 'Dresher': '19025', 'Portola Valley': '94028', 'Sandia Park': '87047', 'Nathrop': '81236', 'Newtown': '06470', 'Lodi': '95242', 'La Verne': '91750', 'Farmington': '87401', 'Middletown': '19709', 'Clayton ': '19938', 'Lamy': '87540', 'Modesto': '95358', 'Bandon': '97411', 'Honesdale': '18431', 'Sedalia': '65301', 'Glen Cove': '11542', 'Bensalem': '19020', 'Mobile ': '36608', 'Merrimack': '03054', 'Port Republic': '20676', 'Fulton': '65251', 'Riverside': '92506', 'Eden Prairie': '55347', 'Union': '07083', 'Silverton': '97381', 'El Verano': '95433', 'Harpers Ferry': '25425', 'Great Neck': '11021', 'Topanga': '90290', 'Healdsburg': '95448', 'Kalamazoo': '49009', 'Yorktown': '23693', 'Port Charlotte': '33980', 'Cumming': '30040', 'Woodburn': '97071', 'Syosset': '11791', 'El Granada': '94018', 'Franklinton': '27525', 'Fort Leavenworth': '66027', 'West Hills': '91307', 'Falmouth': '04105', 'Douglas': '82633', 'Austerlitz': '12017', 'Alfred ': '14802', 'East Liverpool': '43920', 'Champaign': '61820', 'Wilsonville': '35186', 'North Port': '34291', 'Millstone Township': '08510', 'Faribault': '55021', 'Columbia City': '97018', 'Greenbrae': '94904', 'Durango': '81301', 'Cupertino ': '95014', 'Zephyrhills': '33542', 'Select': '95521', 'Ocala': '34482', 'Painted Post': '14870', 'Bartlett': '60103', 'Wyomissing': '19610', 'Selbyville': '19975', 'Sunnyside': '11104', 'Saint Peter': '56082', 'Cuyahoga Falls ': '44223', 'Chattanooga': '37408', 'Wake Forest': '27587', 'Haddon Township': '08108', 'Ellenton': '34222', 'Hopewell Junction': '12533', 'Simi Valley': '93065', 'Oswego': '13126', 'Beach Haven': '08008', 'Western Springs': '60558', 'Carson': '87517', 'Prospect': '40059', 'Pennington': '08534', 'Mckees Rocks': '15136', 'Niles': '49120', 'Kilauea': '96754', 'Mendota Heights': '55118', 'Medford': '02155', 'West Monroe': '71292', 'Aventura': '33160', 'Pickett': '54964', 'Burlington': '05401', 'Rock Hill': '29730', 'Englewood': '80113', 'Riverview': '33579', 'Colchester': '05446', 'Tewksbury': '01876', 'Jackson Heights': '11372', 'Edmond': '73013', 'Lebanon': '08833', 'Barnegat Light': '08006', 'St Paul': '75098', 'Hanover': '21076', 'South Bend': '46617', 'Chicopee': '01013', 'Frederick': '21701', 'Lacombe': '70445', 'Old Bethpage': '11804', 'Antelope': '95843', 'Waukee': '50263', 'Briarcliff Manor': '10510', 'Prescott Valley': '86314', 'Geyserville': '95441', 'Kamuela': '96743', 'Hillsboro': '97123', 'Alpena ': '49707', 'East Lansing': '48823', 'Westborough': '01581', 'Haiku': '96708', 'Morgantown': '26501', 'Hartfield': '23071', 'Peachtree Corners': '30092', 'Lenexa': '66219', 'Salt Lake Cty': '84105', 'Kingsport': '37664', 'Fairview': '75069', 'Sun City': '85373', 'Penn Laird': '22846', 'Mcminnville': '97128', 'Clinton': '13323', 'Malta': '43758', 'Douglasville': '30134', 'Broken Arrow': '74014', 'Saratoga Springs': '12866', 'Santa Ana': '92705', 'North Liberty': '52317', 'St Louis': '63112', 'Shoreline': '98133', 'Hortonville': '12745', 'Acworth': '30102', 'Howard Beach': '11414', 'East Aurora ': '14052', 'New Providence': '07974', 'Union Hall': '24176', 'Prattville': '36067', 'Mandeville': '70448', 'Paradise Valley': '85253', 'Winsted': '06098', 'Nevada City': '95959', 'Corning': '14830', 'Culver': '97734', 'Boca Raton': '33432', 'Fort Lauderdale': '33316', 'Plant City': '33565', 'West Palm Beach': '33411', 'Tarrytown': '10591', 'Bakersfield': '93309', 'Maplewood': '07040', 'Brawley': '92227', 'Snowmass': '81654', 'Atlantic Highlands': '07716', 'Glenville ': '12302', 'Delray Beach': '33445', 'Cockeysville': '21030', 'Willoughby': '44094', 'Aransas Pass': '78336', 'Oviedo ': '32765', 'Kapolei': '96707', ' Stanwood ': '98292', 'Lakewood': '80228', 'Jamestown': '27282', 'Clyde': '79510', 'El Centro': '92243', 'State College': '16803', 'Bedford': '76022', 'Sagaponack': '11962', 'Mukilteo': '98275', 'Galveston': '77551', 'North Fork': '93643', 'Kaukauna': '54130', 'Stephens City': '22655', 'San Juan': '00913', 'Ocoee': '34761', 'Portland ': '97232', 'Laredo': '78045', 'Swampscott': '01907', 'Commack': '11725', 'Monterey Park': '91754', 'Sewell': '08080', 'Gilbert': '85233', 'Prior Lake': '55372', 'Glendale Heights': '60139', 'Leclaire': '52753', 'Natchez': '39120', 'Cape Porpoise': '04014', 'Summerville': '29485', 'South Bound Brook': '08880', 'Coral Gables': '33134', 'Springfield Gardens': '11413', 'Clayton': '63105', 'Norton Shores': '49444', 'Layton ': '07851', 'Crossville': '38571', 'Cloverdale': '95425', 'Stokesdale': '27357', 'Taos': '87571', 'Beaverton': '97007', 'Live Oak': '78233', 'Sayville': '11782', 'Pismo Beach': '93448', 'Baltimore ': '43105', 'Manassas Park': '20111', 'Inver Grove Heights': '55077', 'Melrose': '02176', 'Crockett': '94525', 'Veneta': '97487', 'Conover': '28613', 'Haleiwa': '96712', 'Murrieta': '92562', 'Buchanan': '30113', 'Bailey': '39320', 'Ewa Beach': '96706', 'Whites Creek': '37189', 'Campbell': '95008', 'Belle Mead': '08502', 'Shelbyville': '46176', 'Mc Lean': '22101', 'Avon': '46123', 'Marina': '93933', 'College Station': '77845', 'Coconut Creek': '33073', 'Burnsville': '55337', 'Tallahassee': '32308', 'Salem': '24153', 'Dameron': '20628', 'Hempstead': '11550', 'Wyckoff': '07481', 'Glenwood Springs ': '81601', 'Cayce': '29033', 'Cullman': '35055', 'Coopersburg': '18036', 'North Hills': '91343', 'Hillsborough': '08844', 'Roswell': '30076', 'Hermitage': '37076', 'Murfreesboro': '37130', 'Grapevine': '76051', 'Wixom': '48393', 'Fairway': '66205', 'Claysville': '15323', 'Beltsville': '20705', 'Norwell': '02061', 'New Bern': '28560', 'Cornish': '04020', 'Corsicana': '75110', 'Randolph': '02368', 'South Portland': '04106', 'Heath': '75032', 'Rice': '56367', 'Tyler': '75703', 'Nolensville': '37135', 'Fpo': '96379', 'El Cajon': '92021', 'Petersboro': '84325', 'Stillwater': '55082', 'Mukwonago': '53149', 'Pomona': '91767', 'East Dennis': '02641', 'Capistrano Beach': '92624', 'Gunnison': '81230', 'Wall Township': '07719', 'Simsbury': '06070', 'Deerfield': '60015', 'Endicott': '13760', 'Auburndale': '02466', 'Pearce': '85625', 'Brattleboro': '05301', 'Granbury': '76049', 'Shelton': '06484', 'Tamarac': '33321', 'Macomb': '61455', 'New Haven': '06511', 'Westmont': '60559', 'Montrose': '81401', 'Blountsville': '35031', 'Chesterfield': '63005', 'Lincoln ': '68504', 'Millbrook': '12545', 'Ithaca': '14850', 'Ripon': '95366', 'Devon': '19333', 'Beacon': '12508', 'Corte Madera': '94925', 'Chesapeake': '23323', 'Fenton': '48430', 'East Orleans': '02643', 'Carbondale': '81623', 'Estero': '33928', 'Taconic': '06079', 'Creve Coeur': '63141', 'Northbrook': '60062', 'Villanova': '19085', 'Grimes': '50111', 'Chesterland': '44026', 'Pipestone': '56164', 'Murrysville': '15668', 'Shelter Island': '11964', 'Center Line': '48015', 'Pico Rivera': '90660', 'Boynton Beach': '33435', 'Port Angeles': '98362', 'Saranac Lake': '12983', 'Grosse Pointe Woods': '48236', 'Deerfield Beach': '33442', 'Vernon Rockville': '06066', 'Land O Lakes': '34639', 'Ada': '49301', 'Teton Village': '83025', 'Eau Claire': '49111', 'Mountain View': '94040', 'Glenpool': '74033', 'Trumbull': '06611', 'Ghent': '56239', 'Aldie': '20105', 'Appleton': '54914', 'Byron': '94514', 'Bellflower': '90706', 'Bethel Springs': '38315', 'Montgomery Village': '20886', 'Forest Grove': '97116', 'Wardensville': '26851', 'Pescadero': '94060', 'Harpswell': '04079', 'Key West ': '33040', 'South Barrington': '60010', 'Imperial Beach': '91932', 'Amagansett': '11930', 'Hilton Head Island': '29926', 'San Ramon': '94583', 'Elma': '98541', 'Eastham': '02642', 'Hingham': '02043', 'Meriden': '06451', 'Seaside Park': '08752', 'Penngrove': '94951', 'Haverford': '19041', 'Laurel': '20724', 'Norfolk': '23510', 'Gautier': '39553', 'Allen': '75013', 'Torrance': '90503', 'Maple Grove': '55311', 'Bellmore': '11710', 'Moriarty': '87035', 'Ontario': '14519', 'Clarkston': '48348', 'Beaufort': '29902', 'Sugar Land': '77479', 'Sonora': '95370', 'Underhill Center': '05490', 'Harrisburg': '17109', 'Chatsworth': '91311', 'River Forest': '60305', 'Morongo Valley': '92256', 'Hendersonville ': '37075', 'Berthoud': '80513', 'Upland': '91784', 'Ypsilanti': '48197', 'Felton': '95018', 'Homer': '99603', 'St. Thomas': '00802', 'Montgomery': '36106', 'Asbury Park': '07712', 'Guilford': '06437', 'Barnet': '05821', 'Celina ': '75009', 'Fort Lee': '23801', 'Puyallup': '98374', 'Flagstaff': '86005', 'Grand Isle': '05458', 'Navarre': '32566', 'Perkasie': '18944', 'Deep Gap': '28618', 'Haddonfield': '08033', 'Playa Del Rey': '90293', 'Valley Center': '92082', 'Gibsonia': '15044', 'Woodinville': '98077', 'Edwards': '61528', 'Seal Beach': '90740', 'Brea': '92821', 'West Columbia': '29169', 'Wailuku': '96793', 'Oro Valley': '85755', 'Petoskey': '49770', 'Rocksprings': '78880', 'Chestertown': '21620', 'Oregon': '53575', 'East Moriches': '11940', 'Sebastopol': '95472', 'Snoqualmie': '98065', 'Troutdale': '97060', 'Harwich Port': '02646', 'Whitestone': '11357', 'Vashon': '98070', 'Lawrence': '01840', 'Longview': '75605', 'Warsaw': '46580', 'Lansing': '66043', 'El Monte': '91732', 'Saint George': '84790', 'Blue Eye': '65611', 'Croton On Hudson': '10520', 'Bakersfield ': '93312', 'Shrewsbury': '01545', 'Skokie': '60076', 'China Village': '04926', 'Lake Forest': '60045', 'Rindge': '03461', 'Bluemont': '20135', 'Leawood': '66206', 'Paramus': '07652', 'Wichita': '67207', 'Winona': '55987', 'Andover': '01810', 'Bayamon': '00961', 'Tallmadge': '44278', 'Shreveport': '71115', 'Tyngsboro': '01879', 'Chester Springs': '19425', 'Bayside': '11360', 'Issaquah': '98027', 'Cottage Grove': '55016', 'Lehi': '84043', 'Round Rock': '78664', 'Irvine ': '92612', 'Rodeo': '94572', 'Broomfield': '80023', 'Esparto': '95627', 'Johns Island': '29455', 'Centennial': '80122', 'Kansasville': '53139', 'Okemos': '48864', 'Palm Springs': '92262', 'Elmwood': '70123', 'Saint James': '65559', 'South Hadley': '01075', 'New Boston': '03070', 'Newton Upper Falls': '02464', 'Gilbert ': '85233', 'Geff': '62842', 'Waterbury': '06708', 'Cortlandt Manor': '10567', 'Vale': '28168', 'Cookeville': '38501', 'Santa Clarita': '91350', 'Richfield': '28137', 'Parker': '80134', 'Mason': '45040', 'Kenosha ': '53143', 'South Hero ': '05486', 'North Augusta': '29841', 'Oberlin': '44074', 'Waco': '76708', 'Granada Hills': '91344', 'North Wales': '19454', 'Worcester': '05682', 'King City': '97224', 'Lombard': '60148', 'Guaynabo': '00969', 'Santa Teresa': '88008', 'Keithville': '71047', 'New Lenox': '60451', 'Hilliard': '43026', 'Hardwick': '05843', 'Lindsay': '73052', 'Pasadena ': '91105', 'Haines City': '33844', 'Thornton': '80233', 'Chadds Ford': '19317', 'Granite Bay': '95746', 'Saint Petersburg': '33702', 'Spring City': '19475', 'Carefree': '85377', 'West Des Moines': '50265', 'Morristown': '07960', 'Beaumont': '77706', 'Shelby Township': '48316', 'Malvern': '19355', 'Tempe ': '85281', 'Gary': '24836', 'Charles Town': '25414', 'Southbridge': '01550', 'Port Lavaca': '77979', 'Duluth': '55812', 'Rosenberg': '77471', 'Castle Rock': '80104', 'Granger': '46530', 'Biddeford': '04005', 'Green Valley': '85622', 'S Hamilton': '01982', 'Foster City': '94404', 'Coronado': '92118', 'Culver City': '90230', 'Sun Valley': '91352', 'Roslyn Heights': '11577', 'El Sobrante': '94820', 'Kingwood': '77345', 'Arroyo Grande': '93420', 'Toledo': '43612', 'Weehawken': '07086', 'Canyon Country': '91387', 'Hobart': '46342', 'Mocksville': '27028', 'Crane': '65633', 'Forestville': '95436', 'Novi': '48375', 'Monroe': '10950', 'Garrettsville': '44231', 'St. Petersburg': '33704', 'Fredericksburg': '22407', 'South Jordan': '84009', 'Roslyn Harbor': '11576', 'Zionsville': '46077', 'American Canyon': '94503', 'Apple Valley': '55124', 'Patoka': '47666', 'Bear': '19701', 'Chesapeake Beach': '20732', 'San Gabriel': '91776', 'Mill Neck': '11765', 'Pocatello': '83204', 'Dunlap': '93621', 'La Quinta': '92253', 'La Fayette': '13084', 'Newtown Square': '19073', 'Evans': '30809', 'Peru': '46970', 'Spring Green': '53588', 'Lake Jackson': '77566', 'Woodland ': '95695', 'Blairsville': '30512', 'Elmwood Park': '07407', 'Rocky Hill': '06067', 'St.Louis': '63122', 'Stamford': '06902', 'Rio Grande': '08242', 'Boonton': '07005', 'Stony Brook': '11790', 'East Hartford': '06108', 'Saint Helena': '94574', 'Port St. Lucie': '34952', 'Sheboygan Falls': '53085', 'Oak Hill': '20171', 'Deer Park': '99006', 'Kerhonkson': '12446', 'Norcross': '30092', 'Old Field': '11733', 'Collingswood': '08108', 'Marfa': '79843', 'Elmont': '11003', 'Palm Beach': '33480', 'Pembroke Pines': '33026', 'Westwood': '07675', 'Phoenixville': '19460', 'Si': '10305', 'Bloomingburg': '12721', 'Pocono Lake': '18347', 'Anacortes': '98221', 'Golden': '80401', 'Normandy Park': '98166', 'Holliston': '01746', 'Milwaukee': '53211', 'Carmel ': '93923', 'Estacada': '97023', 'Dunnellon': '34432', 'Vero Beach': '32963', 'Pipe Creek': '78063', 'Vacaville': '95696', 'Pelham': '01002', 'Ewing': '08628', 'Marlboro': '07746', 'Southwick': '01077', 'Chillicothe': '45601', 'Woodland': '95695', 'Fayetteville ': '72703', 'Redlands': '92373', 'Shoreview': '55126', 'Thousand Oaks': '91360', 'Englewood Cliffs': '07632', 'Del Mar': '92014', 'Wakefield': '01880', 'Sun City Center': '33573', 'Breinigsville': '18031', 'Dickinson': '58601', 'Clearlake Oaks': '95423', 'Katonah': '10536', 'Elkins Park': '19027', 'Black Mountain': '28711', 'Burnt Hills': '12027', 'Silver City': '88061', 'Denair': '95316', 'Mendon': '01756', 'Mandan': '58554', 'Lakebay': '98349', 'Lockhart': '78644', 'Wallingford': '19086', 'Denham Springs': '70706', 'Hauser': '83854', 'Edgewater': '07020', 'Waitsfield': '05673', 'West Linn': '97068', 'Bronxville': '10708', 'Soquel': '95073', 'Saugus': '01906', 'Bethlehem': '18017', 'Hurleyville': '12747', 'Rosevile': '95747', 'Algona': '50511', 'Holiday Island': '72631', 'Lyons': '30436', 'Benicia': '94510', 'Kapaau': '96755', 'Lakeway': '78734', 'Winter Harbor': '04693', 'Brambleton': '20148', 'Eagle Point': '97524', 'Forestdale': '35214', 'Redwood City ': '94061', 'Eagle': '83616', 'New Milford': '06776', 'Berryville': '22611', 'Cathedral City': '92234', 'Fresh Meadows': '11365', 'Clearfield ': '84015', 'New City': '10956', 'South Lake Tahoe': '96150', 'Bonsall': '92003', 'Mooresville': '28117', 'Litchfield Park': '85340', 'Everett': '98203', 'Wimauma': '33598', 'Cape Elizabeth': '04107', 'Doylestown': '18901', 'Atlantic': '50022', 'Ardsley': '10502', 'Layton': '84041', 'Iowa City': '52245', 'Ridgefield': '06877', 'Pueblo': '81005', 'Monument': '80132', 'Yucca Valley': '92284', 'Spotsylvania': '22551', 'North Bennington': '05257', 'Manlius': '13104', 'Slingerlands': '12159', 'Copley': '44321', 'Tamaqua': '18252', 'St. Pearl City': '96782', 'Crystal Lake': '60012', 'Harrison': '10528', 'Groveland': '01834', 'Marana': '85658', 'Lansdale': '19446', 'Glen Ridge': '07028', 'Rogers ': '72758', 'Verona': '07044', 'Waimanalo': '96795', 'Gainesville ': '30504', 'Bowie': '20720', 'Murphysboro': '62966', 'Bearsville': '12409', 'Bear Creek': '27207', 'Skaneateles': '13152', 'Pottsville': '17901', 'Dewey Beach': '19971', 'Bluffdale': '84065', 'Kingston Springs': '37082', 'Rocky Point': '11778', 'Boyertown': '19512', 'Green River': '84525', 'Shirley': '11967', 'East Greenwich': '02818', 'Bristol': '02809', 'West Hartford': '06119', 'Newark': '94560', 'Lake Geneva ': '53147', 'Vicksburg ': '39183', 'Rogers': '72758', 'Landing': '07850', 'Wagoner': '74467', 'Girard': '16417', 'Easton': '18045', 'Draper': '84020', 'San Juan Capistrano': '92675', 'Carmel Valley': '93924', 'La Selva Beach': '95076', 'Burr Ridge': '60527', 'Healdsburg ': '95448', 'Williamsport ': '17703', 'Belton': '76513', 'Swoyersville': '18704', 'Thompsonville': '62890', 'Amherst': '01002', 'Madison Hts': '24572', 'Petaluma': '94954', 'Signal Hill': '90755', 'Gresham': '97080', 'Port Ludlow': '98365', 'Normal': '61761', 'Port Orchard': '98366', 'Tigard': '97224', 'Roscoe': '12776', 'Lewisburg': '24901', 'Largo': '33777', 'Sedro-Woolley': '98284', 'Northampton': '01060', 'Little Mountain': '29075', 'Lago Vista': '78645', 'Locust Grove': '22508', 'Lansdowne': '19050', 'Clayville': '13322', 'Fox Lake': '60020', 'Melbourne': '32940', 'West Simsbury': '06092', 'Tarzana': '91356', 'Dekalb': '60115', 'Dixmont': '04932', 'Panorama City': '91402', 'Memphis': '38111', 'Highwood': '60040', 'Cold Bay': '99571', 'Brigantine': '08203', 'Oak Brook': '60523', 'Chester': '07930', 'Cleveland Hts': '44121', 'West Hempstead': '11552', 'O Fallon': '63368', 'Bonaire': '31005', 'The Colony': '75056', 'Hendersonville': '37075', 'Cleveland': '44113', 'Effingham': '62401', 'Lakeport': '95453', 'Hull': '02045', 'Simpsonville': '29681', 'Macon': '31210', 'Patchogue': '11772', 'Rocheport': '65279', 'Boiling Springs': '17007', 'Middlebury': '06762', 'West Plains ': '65775', 'Lake Stevens': '98258', 'Idaho Falls': '83404', 'Wampsville': '13163', 'North Haven': '04853', 'Waite Hill': '44094', 'Dorset': '05251', 'Rye Brook': '10573', 'Montevallo': '35115', 'Slade': '40376', 'Epping': '03042', 'Fishers': '46037', 'Redondo Beach': '90277', 'Bridgewater': '22812', 'Huntsville': '35824', 'San Bruno': '94066', 'Ketchikan': '99901', 'Advance': '27006', 'Coupeville': '98239', 'Fall Creek': '54742', 'Yankeetown': '34498', 'West Medford': '02155', 'Rancho Palos Verdes': '90275', 'Hansville': '98340', 'Vista': '92081', 'Texarkana': '75503', 'Loganville': '30052', 'Mount Pocono': '18344', 'Lykens': '17048', 'Dulles': '20189', 'Yarmouth': '04096', 'Old Greenwich': '06870', 'Sauk Rapids': '56379', 'Lutherville Timonium': '21093', 'Benton': '72019', 'Oxford': '53952', 'Burnet': '78611', 'Port Edwards': '54469', 'Bonita Springs': '34135', 'Phoenix ': '85018', 'Falcon Heights': '55108', 'Kew Gardens': '11415', 'Island Lake': '60042', 'Playa Vista': '90094', 'Livonia': '70755', 'Tehachapi': '93561', 'Bridgman': '49106', 'Armonk': '10504', 'Olney': '20832', 'Manteo': '27954', 'Mobile': '36604', 'Middle Grove': '12850', 'Livermore': '94550', 'Tesuque': '87574', 'Maryland Heights': '63043', 'Anthon': '51004', 'Pittsford': '14534', 'Merritt Island': '32952', 'Congers': '10920', 'Phila': '19111', 'Murrells Inlet': '29576', 'Mendocino': '95460', 'White Rock': '87547', 'Brunswick': '04011', 'Northford': '06472', 'Wellesley Hills': '02481', 'Whittier': '90605', 'Greenough': '59823', 'Norwalk': '06855', 'Ham Lake': '55304', 'Clearlake': '95422', 'El Dorado Hills': '95762', 'Westfield': '07090', 'Camas': '98607', 'Lincolnville': '04849', 'Chilmark': '02535', 'Gainesville': '32607', 'Santa Monica ': '90404', 'Suwanee': '30024', 'Hiawassee': '30546', 'Larkspur': '94939', 'Sharon': '06069', 'West Nyack': '10994', 'Lees Summit': '64086', 'Kenmore': '98028', 'North Bay Village': '33141', 'Ponte Vedra Beach': '32082', 'Somerset': '08873', 'Margate City': '08402', 'Haymarket': '20169', 'Quartzsite': '85346', 'Prairie Du Sac': '53578', 'Silver Srping': '20906', 'Sausalito': '94965', 'Bayfield': '54814', 'Inverness': '94937', 'Williamstown': '01267', 'Cloudland': '30731', 'Johnsburg': '60051', 'Conway': '72034', 'Huntingdon': '16652', 'Pikesville': '21208', 'Salado': '76571', 'Stockton': '08559', 'Rice Lake': '54868', 'Los Banos': '93635', 'Warminster': '18974', 'La Mesa': '91942', 'Rancho Cucamonga': '91701', 'Clive': '50325', 'Larchmont': '10538', 'Wilbraham': '01095', 'Leland': '49654', 'Oakford': '19053', 'Wharton': '07885', 'Nederland': '80466', 'El Cerrito': '94530', 'Westerly': '02891', 'Fall River': '02720', 'Arcata': '95521', 'Tampa ': '33606', 'Slc': '84105', 'Hood River': '97031', 'East Meadow': '11554', 'Galesburg': '61401', 'Warwick': '02886', 'Manchester Center': '05255', 'Nipomo': '93444', 'Evergreen': '80439', 'Scituate': '02066', 'Miami Springs': '33166', 'Holderness': '03245', 'Barstow': '92311', 'Daphne': '36526', 'Boca Grande': '33921', 'Brownwood': '76801', 'Coraopolis': '15108', 'Dania Beach': '33004', 'Brandon': '39042', 'Apex': '27502', 'Excelsior': '55331', 'Solon': '44139', 'Annville': '17003', 'East Bridgewater': '02333', 'Daytona Beach': '32114', 'Plainfield': '07060', 'Furlong': '18925', 'Vineland': '08360', 'Finksburg': '21048', 'Paducah': '42003', 'Yardley': '19067', 'Boalsburg': '16827', 'Craryville': '12521', 'Waterville': '04901', 'Mills River': '28759', 'Santa Maria': '93458', 'Hamden': '06514', 'Goffstown': '03045', 'Asheboro': '27205', 'Baden': '15005', 'Dundee': '60118', 'Talladega': '35160', 'Hayden Lake': '83835', 'West Chicago': '60185', 'Poulsbo': '98370', 'Livingston Manor': '12758', 'Mclean': '22102', 'Keene': '03431', 'Lone Tree': '80124', 'Crystal': '55422', 'Ellensburg': '98926', 'Florida': '10921', 'Cedar Falls': '50613', 'Piney Flats': '37686', 'Wilson': '83014', 'Bryan': '77807', 'San Angelo': '76901', 'Barnard': '05031', 'Floral Park': '11001', 'Barre': '05641', 'Gulf Breeze': '32563', 'Pagosa Springs': '81147', 'Camp Springs': '20746', 'Washougal': '98671', 'Dana Point': '92629', 'St. Louis Park': '55416', 'Rohnert Park': '94928', 'Birdsboro': '19508', 'Riner': '24149', 'Cedar Springs': '49319', 'Lincoln University': '19352', 'Burlingame': '94010', 'Ottsville': '18942', 'Marblehead': '01945', 'Martinez': '94553', 'Newberg': '97132', 'Rockford': '61114', 'Stratford': '06614', 'Snohomish': '98290', 'Utica': '47130', 'Suffern': '10901', 'Charleston ': '29401', 'Westlake': '97493', 'Boone': '28607', 'Sierra Vista': '85650', 'East Longmeadow': '01028', 'Ambler': '19002', 'Santa Ynez': '93460', 'Bokeelia': '33922', 'Iselin': '08830', 'Half Moon Bay': '94019', 'Angier': '27501', 'Hinesburg': '05461', 'Scarborough ': '04074', 'Oakhurst': '07755', 'Livermore ': '94550', 'Broadview Hts': '44147', 'Kihei': '96753', 'Maitland': '32751', 'Amelia': '45102', 'Brule': '54820', 'Rockville Centre': '11570', 'Teasdale': '84773', 'Alexandria ': '22307', 'Bossier City': '71111', 'Spindale': '28160', 'Anthony': '79821', 'Isle Of Palms': '29451', 'Kenosha': '53142', 'Fargo': '58103', 'Rising Sun': '47040', 'Medusa': '12120', 'Eastport': '04631', 'Lake Forest Park': '98155', 'Carver': '02330', 'Makanda': '62958', 'Laurelton': '11413', 'River Falls': '54022', 'Glen Burnie': '21060', 'Altamonte Springs': '32714', 'Mamaroneck': '10543', 'Old Tappan': '07675', 'Hixson': '37343', 'West Orange': '07052', 'Moscow': '83843', 'Westhampton Beach': '11978', 'Sewickley': '15143', 'Juneau': '99801', 'Newbury Park': '91320', 'Palm Beach Gardens': '33410', 'Mentor': '44060', 'Mableton': '30126', 'Powell': '43065', 'Davenport': '52806', 'Sandy': '84070', 'Cape May Court House': '08210', 'Glen Ellyn': '60137', 'Carrollton': '75010', 'North Chili': '14514', 'Glenwood': '21738', 'Fair Oaks': '95628', 'Cupertino': '95014', 'West Lafayette': '47906', 'Hereford': '85615', 'Hillsdale': '07642', 'Rahway': '07065', 'Bridgeport': '19405', 'Mc Clellanville': '29458', 'Alpharetta': '30009', 'Reynoldsburg': '43068', 'Dunkirk': '20754', 'Artesia': '88210', 'Dahlonega': '30533', 'Waterbury Center': '05677', 'Irving': '75061', 'Leeds': '01053', 'Clifton': '20124', 'Swarthmore': '19081', 'Corona Del Mar': '92625', 'Clarksville': '37043', 'Fair Lawn': '07410', 'Greeley': '80634', 'Washington Dc': '20001', 'El Segundo': '90245', 'Henrico': '23233', 'Herriman': '84096', 'Mondovi': '54755', 'Plympton': '02367', 'Sunnyvale ': '94086', 'Kentwood': '49508', 'Streamwood': '60107', 'Fishkill': '12524', 'Longview ': '75601', 'Wayland': '01778', 'Meshoppen': '18630', 'Shaker Heights': '44120', 'Hastings': '55033', 'North Plainfield': '07062', 'Claremont': '91711', 'Lower Gwynedd': '19002', 'Arcadia': '91007', 'Franklin Park': '08823', 'Aberdeen Proving Ground': '21005', 'Deale': '20751', 'Apo': '09012', 'Upper Sandusky': '43351', 'Watseka': '60970', 'Lenoir': '28645', 'Olivebridge': '12461', 'Ennice': '28623', 'Powderly': '42367', 'Ho Ho Kus': '07423', 'Ranchos De Taos': '87557', 'Clifton Park': '12065', 'Rutland': '01543', 'Pleasant Valley': '12569', 'Pauma Valley': '92061', 'Catheys Valley': '95306', 'Valencia ': '91381', 'Hopewell': '08525', 'Ashburn': '20147', 'West Lawn': '19609', 'Jermyn': '76459', 'Ray': '48096', 'Wexford': '15090', 'La Conner': '98257', 'Sunrise': '33313', 'Kings Park': '11754', 'White Lake': '48383', 'Blythewood': '29016', 'Sunderland': '01375', 'New Albany': '43054', 'Sweet Valley': '18656', 'Longville': '56655', 'La Pointe': '54850', 'Pearl River': '10965', 'Rolling Meadows': '60008', 'Halifax': '02338', 'Pompton Lakes': '07442', 'Green Isle': '55338', 'Jonesborough': '37659', 'Hermiston ': '97838', 'Dade City': '33523', 'Keizer': '97303', 'Lutz': '33559', 'Safety Harbor': '34695', 'Burnsville ': '28714', 'Grants Pass': '97526', 'Gilbertsville': '19525', 'Crestview': '32539', 'Silver Spring ': '20901', 'Loma Linda': '92354', 'Jonesboro': '72404', 'Cold Spring': '41076', 'Romulus': '14541', 'Lake Grove': '11755', 'Mount Tremper': '12457', 'Lakewood ': '80228', 'Frankenmuth': '48734', 'Bangor': '04401', 'Antioch': '37013', 'Meredith': '03253', 'Buda': '78610', 'Ashtabula': '44004', 'Nan': '27592', 'Stanford': '94305', 'Baker City': '97814', 'Prosper': '75078', 'West Danby': '14883', 'Marina Del Rey': '90292', 'New Berlin': '53146', 'Lynbrook': '11563', 'Winnfield': '71483', 'Maspeth': '11378', 'Short Hills': '07078', 'Shingletown': '96088', 'Dartmouth': '02748', 'Kilmarnock': '22482', 'Calera': '35040', 'Valley Stream': '11580', 'Scarborough': '04074', 'Ocean': '07712', 'Ames': '50010', 'Budd Lake': '07828', 'Sands Point': '11050', 'Paonia': '81428', 'Sherman': '06784', 'Venice ': '90291', 'Kent': '98030', 'Coweta': '74429', 'Hackettstown ': '07840', 'Egg Harbor Township': '08234', 'Somerdale': '08083', 'Dixon': '95620', 'Avilla': '46710', 'Aiken': '29803', 'Great Falls': '22066', 'Oak Lawn': '60453', 'Hillsboro ': '45133', 'Perham': '56573', 'Indialantic': '32903', 'Hyde Park': '12538', 'Citrus Heights': '95621', 'Dunellen': '08812', 'Ocean Shores': '98569', 'Penfield': '14526', 'Conroe': '77301', 'Carrboro': '27510', 'Muskego': '53150', 'Bennington': '05201', 'Owings Mills': '21117', 'West Newton': '02465', 'Superior': '80027', 'Bothell': '98021', 'Port Isabel': '78578', 'Albion': '16401', 'Lyndhurst': '22952', 'Stow': '01775', 'Little Ferry': '07643', 'Jamaica': '11432', 'Cedar Creek': '78612', 'Albuquerque ': '87110', 'Trenton': '08619', 'Augusta': '30907', 'Mammoth Lakes': '93546', 'Fairborn': '45324', 'Roanoke': '24018', 'Royersford': '19468', 'Scottsburg': '97473', 'Annandale': '22003', 'Brookfield': '53045', 'East Wenatchee': '98802', 'Alliance': '44601', 'Brainerd': '56401', 'Goldsboro': '27534', 'Diamond Bar': '91765', 'Massapequa': '11758', 'Rockport': '01966', 'Fort Johnson': '12070', 'Port Townsend': '98368', 'Lambertville': '08530', 'Bridgeville': '15017', 'Tanner ': '35671', 'Mooresville ': '46158', 'Kendallville': '46755', 'Mendham': '07945', 'Jefferson': '04348', 'Moore Haven': '33471', 'Kennesaw': '30152', 'Bernardston': '01337', 'Rutherford ': '07070', 'West Conshohocken ': '19428', 'Truckee': '96161', 'Queens': '11360', 'Los Olivos': '93441', 'Corvallis': '97330', 'Sea Isle City': '08243', 'Sunset Valley': '78745', 'Agoura Hills': '91301', 'Ellicott City': '21043', 'Rutledge': '19070', 'Glenside': '19038', 'Hayward': '94541', 'Collinsville': '62234', 'Dorchester': '02124', 'Eureka Springs': '72632', 'Lock Haven': '17745', 'Cullowhee': '28723', 'Bayonne': '07002', 'Waccabuc': '10597', 'Red Bluff': '96080', 'Penn Valley': '19072', 'Hesperia': '92345', 'Spring Valley': '91978', 'Farmington Hills': '48336', 'Hephzibah': '30815', 'Williamston': '48895', 'East Bethel': '55011', 'Folsom': '95630', 'San Lorenzo': '94580', 'Woodcliff Lake': '07677', 'Ringwood': '07456', 'Beaver': '15009', 'Encino': '91316', 'Hinton': '25951', 'Spring Hill': '34608', 'Ridgecrest': '93555', 'Tappan': '10983', 'Mechanicsville': '23116', 'Brookhaven': '30319', 'Collingdale': '19023', 'Homestead': '33033', 'Paso Robles': '93446', 'Bradenton': '34210', 'Murray': '84123', 'Clarks Summit': '18411', 'East Grand Rapids': '49506', 'Elkhart': '46514', 'Hawley': '18428', 'Jurupa Valley': '91752', 'Colton': '13625', 'San Rafael ': '94901', 'Oldsmar': '34677', 'Avalon': '08202', 'Newtonville': '02460', 'Dearborn Heights': '48125', 'Graham': '27253', 'N Bethesda': '20852', 'Willis': '24380', 'Deer Harbor': '98243', 'Allegan': '49010', 'Provincetown': '02657', 'Council Bluffs': '51503', 'Crofton': '21114', 'Irvington': '10533', 'North Windham': '06256', 'Valley Village': '91607', 'Kelso': '98626', 'Remington': '22734', 'Aliso Viejo': '92656', 'Oregon House': '95962', 'Mineola ': '11501', 'Freeport': '04032', 'Aiea': '96701', 'Bonney Lake': '98391', 'Exton': '19341', 'Jersey Village': '77040', 'Morrisville': '19067', 'Harvard': '60033', 'Hamilton': '59840', 'Kansas City ': '64131', 'Falcon': '65470', 'Norwich': '06360', 'Montpelier': '05602', 'Foster': '97345', 'Liverpool': '13090', 'Cutchogue': '11935', 'Euclid': '44117', 'Pound Ridge': '10576', 'Harvey Cedars': '08008', 'Collingswood ': '08108', 'Rolling Hills': '90274', 'Moopark': '93021', 'San Carlos': '94070', 'Los Gatos': '95032', 'Yorba Linda': '92887', 'Worthington': '43085', 'Chaumont': '13622', 'Manzanita': '97130', 'Lumberton': '08048', 'Fairbanks': '99775', 'Black Hawk': '57718', 'Tijeras': '87059', 'Waipahu': '96797', 'Coralville': '52241', 'Key West': '33040', 'Rollinsford': '03869', 'Muldoon': '78949', 'Southlake': '76092', 'Whitefish Bay': '53217', 'Wimberley': '78676', 'Seaside': '93955', 'Hopkinton': '01748', 'South Deerfield': '01373', 'Middleboro': '02346', 'Las Cruces': '88011', 'Tannersville': '12485', 'Southern Shores': '27949', 'Nichols Hills': '73120', 'Webster': '14580', 'Holladay': '84117', 'Cedar Rapids': '52403', 'Watsonville': '95076', 'Moorestown': '08057', 'Newfields': '03856', 'La Grande': '97850', 'Helotes': '78023', 'Del Norte': '81132', 'Blue Bell': '19422', 'Marquette': '49855', 'Grove City': '43123', 'Lithia': '33547', 'Little Elm': '75068', 'Kingman': '86409', 'Spring': '77386', 'Boones Mill': '24065', 'Lowell ': '01851', 'New Braunfels': '78130', 'Westmont ': '60559', 'Mountainair': '87036', 'Upper Marlboro ': '20772', 'Duxbury': '02332', 'Euless': '76039', 'Warm Springs': '24484', 'Lake Junaluska': '28745', 'Erie': '80516', 'Key Biscayne': '33149', 'Dubuque': '52003', 'Stoneham': '02180', 'Bismarck': '58501', 'Aspen ': '81611', 'Andes ': '13731', 'Rossville': '30741', 'Oakdale': '11769', 'Hooksett': '03106', 'Wellesley Island': '13640', 'Heber City': '84032', 'Fort Washington': '19034', 'Rancho Santa Fe': '92067', 'Lakeville': '06039', 'Sun Prairie': '53590', 'Savage': '55378', 'Foxboro': '02035', 'San Pedro': '90732', 'Highland Springs': '23075', 'Marengo': '60152', 'Fabius': '13063', 'Hampton': '30228', 'Pebble Beach': '93953', 'Garnet Valley': '19060', 'Babylon': '11702', 'Vestal': '13850', 'Goshen': '10924', 'Central Point': '97502', 'Paramount': '90723', 'Colfax': '54730', 'Oviedo': '32765', 'Bolton': '01740', 'Bay City': '48706', 'Belleair Bluffs': '33770', 'Clemmons': '27012', 'Mather': '95655', 'West Warwick': '02893', 'Sandwich': '02563', 'West Bend': '53090', 'High Falls': '12440', 'Kula': '96790', 'Lake St. Louis': '63367', 'Saint Augustine': '32086', 'Gold Beach': '97444', 'Bowling Green': '43402', 'Harrisonburg': '22801', 'Desert Hot Springs': '92240', 'Gurnee': '60031', 'Kennebunk': '04043', 'Fort Mill': '29707', 'Richmond Hill': '11418', 'Sand Lake': '49343', 'Millbrae': '94030', 'New London': '54961', 'Williamsville': '14221', 'Titusville': '08560', 'Fountain Valley': '92708', 'Verbank': '12585', 'Sussex': '53089', 'Ronkonkoma': '11779', 'Webster Groves': '63119', 'Barrington': '02806', 'Walnut': '91789', 'Williamsport': '17701', 'Plattsmouth': '68048', 'St John': '00831', 'Seminole': '33772', 'Mattawan': '49071', 'De Pere': '54115', 'Arlington ': '22205', 'Hollis': '03049', 'Somersworth': '03878', 'South Dennis': '02660', 'Waterloo': '50703', 'Beverly Shores': '46360', 'Clover': '29710', 'Toms River': '08755', 'Oak Harbor': '98277', 'Sioux City': '51104', 'Nehalem': '97131', 'Durham ': '27705', 'San Marcos ': '78666', 'Palm Coast': '32164', 'Irmo': '29063', 'Millington': '07946', 'Doral': '33178', 'Rio Verde': '85263', 'North Bend': '97459', 'Bellport': '11713', 'Cooperstown': '13326', 'Grand Bay': '36541', 'Wilmette': '60091', 'Highland Charter Township': '48357', 'Oakland Gardens': '11364', 'Piedmont': '94610', 'Camp Hill': '17011', 'Medina': '98039', 'Dousman': '53118', 'Dekalb Junction': '13630', 'Tierra Verde': '33715', 'The Villages': '32159', 'West Tisbury': '02575', 'Broadalbin': '12025', 'Soldotna': '99669', 'Grand Haven': '49417', 'North Andover': '01845', 'Spicewood ': '78669', 'Boulder Creek': '95006', 'Noblesville': '46060', 'Gloucester': '01930', 'Oxnard': '93036', 'Laguna Hills': '92653', 'Meadville': '16335', 'Pine Brook': '07058', 'Englishtown': '07726', 'Kamas': '84036', 'Bay Minette': '36507', 'Bradenton ': '34203', 'Redmond ': '98052', 'Ladera Ranch': '92694', 'Whitestown ': '46075', 'Sioux Falls': '57108', 'Ludington': '49431', 'Leavenworth': '66048', 'Niwot': '80503', 'Franksville': '53126', 'Ceresco': '49033', 'San Bernardino': '92404', 'Severn': '21144', 'Circleville': '43113', 'Ballwin': '63021', 'Beverly': '01915', 'Glenn Heights': '75154', 'E. Dummerston': '05346', 'Stowe': '05672', 'Hollidaysburg': '16648', 'Elmsford': '10523', 'Middleton': '53562', 'Garden Valley': '95633', 'Belgrade Lakes': '04918', 'Smithville': '78957', 'Ralston': '68127', 'Minot': '58701', 'Moses Lake': '98837', 'Foothill Ranch': '92610', 'Naples ': '34105', 'Mashpee ': '02649', 'So Royalton': '05068', 'Kalaheo': '96741', 'Fort Dix': '08640', 'Datil': '87821', 'Northfield': '60093', 'Metuchen': '08840', 'Holyoke': '01040', 'American Fork': '84003', 'W Bloomfield': '48323', 'Hollandale': '56045', 'Lincoln City': '97367', 'Westford': '01886', 'Camano Island': '98282', 'Oscoda': '48750', 'Breckenridge': '80424', 'Watertown ': '13601', 'Santa Rosa Valley': '93012', 'Badin': '28009', 'East New Market': '21631', 'Natchitoches': '71457', 'Lewes': '19958', 'Sellersville': '18960', 'Burien': '98168', 'Zirconia': '28790', 'New Bedford': '02745', 'Moraga': '94556', 'Fountain Hills': '85268', 'Rosemount': '55068', 'Langley': '98260', 'Victorville': '92392', 'Rocky Face': '30740', 'Purcellville': '20132', 'Rye': '03870', 'North Reading': '01864', 'Linthicum Heights': '21090', 'Coral Springs': '33065', 'Lynchburg': '24503', 'Water Mill': '11976', 'Laporte': '80535', 'Orrs Island': '04066', 'Mineral Bluff': '30559', 'West Lebanon': '03784', 'Murphy': '75094', 'Rockville ': '20850', 'Mill Spring': '28756', 'Hawthorne': '10532', 'Newburyport': '01950', 'Westlake ': '44145', 'Wenatchee': '98801', 'South Strafford': '05070', 'Jerome': '86331', 'Commerce City': '80022', 'Rancho Santa Margarita': '92688', 'Bethany': '06524', 'Adams County': '45144', 'Belfair': '98528', 'Holt': '64048', 'Ozark': '65721', 'Kensington ': '20895', 'Elmhurst': '60126', 'Shaftsbury': '05262', 'Tukwila': '98178', 'Avondale Estates': '30002', 'Deland': '32724', 'Monarch Beach': '92629', 'Lake Ariel': '18436', 'Denver ': '80249', 'Rich Hill': '64779', 'Stony Point': '10980', 'Collegeville': '19426', 'Three Forks': '59752', 'Batavia': '52533', 'La Crosse': '54601', 'Chepachet': '02814', 'Summit': '07901', 'Otis': '01253', 'Waukesha': '53188', 'Glen Oaks': '11004', 'Palm Harbor': '34684', 'Tulare': '93274', 'Stacy ': '55079', 'Watkins Glen': '14891', 'Sheridan': '97378', 'Othello': '99344', 'Fanwood': '07023', 'Freeland': '98249', 'Buxton': '04093', 'Pearl': '39208', 'West Bloomfield': '48322', 'Pennsauken': '08109', 'Shrewsbury ': '01545', 'Fortuna': '95540', 'Bound Brook ': '08805', 'St George': '84770', 'Federal Way ': '98023', 'Northport': '49670', ' Lake Oswego': '97035', 'Corrales': '87048', 'West Chester ': '45069', 'Morrow': '45152', 'Arcadia ': '91006', 'Chino Valley': '86323', 'Putney': '05346', 'Wausau': '54401', 'Binghamton ': '13901', 'Jasper': '35504', 'Bloomfield': '06002', 'Halesite': '11743', 'Mineral Point': '63660', 'San Francisco ': '94118', 'Batesville': '47006', 'Longwood': '32750', 'Crown Point': '46307', 'West Peoria': '61604', ' City New Castle': '19720', 'Bishop ': '93514', 'Novato ': '94949', 'East Amherst': '14051', 'Valatie': '12184', 'Harleysville': '19438', 'Nazareth': '18064', 'Burke': '22015', 'Phoenicia': '12464', 'Waban': '02468', 'De Kalb Junction': '13630', 'Newington': '06111', 'Cedarville ': '45314', 'Bremen': '46506', 'Woonsocket': '02895', 'Zanesville': '43701', 'Bratenahl': '44108', 'Orleans': '02653', 'Rocklin': '95677', 'Stratham': '03885', 'Boulder City': '89005', 'Schenectady': '12308', 'Sierra Madre': '91024', 'Vail': '81657', 'Valrico': '33596', 'Downers Grove': '60516', 'New Smyrna Beach': '32168', 'Phoenixvile ': '19460', 'Mead': '80542', 'North Palm Beach': '33408', 'Hunt': '78024', 'Granby': '06035', 'Los Osos': '93402', 'Hamburg': '14075', 'Saint Regis ': '59866', 'Longmeadow': '01106', 'Vineyard': '84059', 'Alvin': '77511', 'Plainview': '11803', 'Morrisville ': '27560', 'Lyndonville': '05851', 'Vadnais Heights': '55127', 'North Grafton': '01536', 'Ozone': '72854', 'Wellington': '44090', 'Dayton ': '45459', 'Adkins': '78101', 'Palmdale': '93591', 'Sidell': '61876', 'St. Louis': '63110', 'Washburn': '54891', 'Marquette ': '49855', 'Staunton': '24401', 'Ship Bottom': '08008', 'London': '43140', 'Kaunakakai': '96748', 'Tavares': '32778', 'Gardiner': '12525', 'Baldwinsville': '13027', 'Darlington ': '53530', 'Acton': '01720', 'Hinesville': '31313', 'Eagle Mountain': '84005', 'Belvidere': '61008', 'Richfield Springs': '13439', 'Ny': '10023', 'Mulliken': '48861', 'Peninsula': '44264', 'West Haven': '84401', 'Tinley Park': '60487', 'Fort Pierce': '34946', 'Pawlet': '05761', 'New Marshfield': '45766', 'Port Washington': '11050', 'Old Westbury': '11568', 'Hackensack': '07601', 'Sandpoint': '83864', 'South River': '08882', 'Coventry Township': '44319', 'Edgerton': '53534', 'Downingtown': '19335', 'New Port Richey': '34654', 'New Brighton': '55112', 'Emmett': '83617', 'Newbury': '01951', 'Mount Hope': '25880', 'Youngstown': '44511', 'Blacksburg': '24060', 'Garner': '27529', 'South Grafton': '01560', 'Elk River': '55330', 'Glenshaw': '15116', 'Webb': '36376', 'Macon ': '31208', 'Lothian': '20711', 'West Shokan': '12494', 'Redington Shores': '33708', 'El Segundo ': '90245', 'Damascus': '97089', 'New Market': '35761', 'Saline': '48176', 'Palos Park': '60464', 'Pittston': '18640', 'Logan': '84321', 'San Dimas': '91773', 'Comstock Park': '49321', 'Nyc': '10025', 'Riverton': '82501', 'Taylor': '76574', 'Wasilla': '99654', 'Narberth': '19072', 'Tiverton': '02878', 'Sammamish ': '98075', 'Herndon': '20171', 'Atlanta ': '30317', 'Minden': '89423', 'Santa Rosa ': '95404', 'Kerrville': '78028', 'North Pole': '99705', 'Esopus': '12429', 'Laveen ': '85339', 'Upper Marlboro': '20772', 'Santee': '92071', 'West St Paul': '55118', 'Tillamook': '97141', 'Oakland ': '94611', 'Pine Bush': '12566', 'Homer Glen': '60491', 'Orinda ': '94563', 'Hanford': '93230', 'Yulee': '32097', 'Castaic': '91384', 'Lake Forest ': '60045', 'Clarksburg ': '26301', 'Southbridge ': '01550', 'Port Orford': '97465', 'Rincon': '31326', 'Port Chester': '10573', 'Brinklow': '20862', 'College Place': '99324', 'Morristown ': '37814', 'Toa Baja': '00949', 'Garrison': '10524', 'Grantham': '03753', 'Melville': '11747', 'Sachse': '75048', 'Milford ': '48381', 'Findlay': '45840', 'Frankfort': '60423', 'Winchester': '01890', 'Lake City': '55041', 'Gladwyne': '19035', 'Cannon Beach': '97110', 'Delray Beach ': '33484', 'Montauk': '11954', 'Laramie': '82072', 'Kill Devil Hl': '27948', 'Saco': '04072', 'Wheat Ridge': '80033', 'Morehead City': '28557', 'Butler': '16001', 'Macungie': '18062', 'Pottstown': '19464', 'Nampa': '83686', 'Wickenburg': '85358', 'Jacksonville ': '32205', 'South Park': '15129', 'Crozet ': '22932', 'Wyandotte': '48192', 'Wilton ': '95693', 'Cambridge ': '02139', 'Marysville': '17053', 'East Fallowfield': '19320', 'Greenwood': '22943', 'Myrtle Beach': '29579', 'Juliaetta': '83535', 'Cottekill': '12419', 'Temecula': '92591', 'Universal City ': '78148', 'Ewing ': '08628', 'Canaan': '06018', 'Sleepy Hollow': '10591', 'Dutton': '59433', 'Olympia ': '98507', 'Saint Helens': '97051', 'South Pasadena': '91030', 'Waverly': '37185', 'Cranbury ': '08512', 'Hemet': '92545', 'Hillsborough ': '27278', 'San Miguel': '93451', 'Payson': '85541', 'Pearisburg': '24134', 'Deer River': '56636', 'Twentynine Palms': '92277', 'Stockton ': '08559', 'Atascadero': '93422', 'Conyers': '30013', 'Eloy ': '85132', 'Everson': '98247', 'Leicester': '28748', 'Bayside ': '95524', 'Lunenburg': '01462', 'Surry': '04684', 'Ridge': '11961', 'Elkhorn': '53121', 'Hartwell': '30643', 'Waldorf': '20602', 'Haddon Heights': '08035', 'Highlands Ranch': '80129', 'La Honda': '94020', 'Moorhead': '56560', 'Glastonbury': '06033', 'Dallas ': '75219', 'Littleton ': '80127', 'Clovis': '93611', 'Nicholasville': '40356', 'Wylie': '75098', 'Spring Branch': '78070', 'Fall City': '98024', 'Plainville': '06062', 'Tualatin': '97062', 'Avon Lake': '44012', 'Duvall ': '98019', 'Nashville ': '37214', 'Honolulu ': '96825', 'Southampton ': '11968', 'Stuart': '34997', 'Starkville': '39759', 'Fallon': '89406', 'Shelburne': '05482', 'Oak Bluffs ': '02557', 'Livingston ': '59047', 'Johnstown': '15905', 'Loma Linda ': '92354', 'Plumsted': '08533', 'Catawba ': '28609', 'Royal Oaks ': '95076', 'Prescott': '86305', 'Pewaukee ': '53072', 'Franklin Lakes': '07417', 'Sanford ': '32771', 'San Diego ': '92107', 'Waialua': '96791', 'Bellefonte': '16823', 'Lake Charles': '70611', 'Old Chatham': '12136', 'Point Lookout': '11569', 'Birmingham ': '35212', 'Brightwaters': '11718', 'Sherrill': '13461', 'Huntington Woods': '48070', 'Wallace': '28466', 'New Preston': '06777', 'Oro Valley ': '85737', 'Jackson ': '83001', 'Baroda': '49101', 'Upperco': '21155', 'Pleasant Hills': '15236', 'West Richland ': '99353', 'Lyme': '03768', 'Kikrland': '98034', 'Pittsburgh ': '15221', 'Newport ': '41071', 'Hoodsport, Wa': '98548', 'Plymouth Meeting': '19462', 'Buellton': '93427', 'Hockessin ': '19707', 'Ellicott City ': '21042', 'Crown Point ': '46307', 'Cross River': '10518', 'Mcminnville ': '97128', 'Aurelia': '51005', 'Sanibel': '33957', 'Shorewood': '53211', 'Palmyra': '22963', 'Meadow Vista': '95722', 'Glenwood Springs': '81601', 'Victor': '83455', 'Norman ': '73069', 'Turlock': '95380', 'Ukiah': '95482', 'Camarillo ': '93010', 'Westchester': '60154', 'Lockport': '14094', 'Rancho Cordova': '95742', 'Elyria': '44035', 'Front Royal ': '22630', 'Milwaukee ': '53219', 'Maywood': '60153', 'Drexel Hill ': '19026', 'Houston ': '77056', 'Chuckey': '37641', 'Aptos ': '95003', 'Martinsburg': '25405', 'Belgrade': '59714', 'East Norwich': '11732', 'Point Lookout ': '11569', 'Ooltewah': '37363', 'Sheffield ': '01257', 'Crestline': '92325', 'Andover ': '01810', 'Wood River': '62095', 'Raleigh ': '27612', 'Stanfield': '97875', 'Shadow Hills': '91040', 'Bean Station': '37708', 'Tequesta': '33469', 'Louisville ': '40213', 'Sacramento ': '95819', 'Vergennes': '05491', 'Mayfield Hts': '44124', 'Sebastian ': '32958', 'Surfside': '33154', 'Wallkill': '12589', 'Columbia ': '29206', 'Mineola': '11501', 'Overland Park ': '66204', 'Colorado Springs ': '80922', 'Far Hills': '07931', 'Kingston ': '98346', 'Manheim': '17545', 'West Fargo': '58078', 'Plain': '53577', 'Elizabethtown': '17022', 'Boothbay Harbor': '04538', 'Mars': '16046', 'Mountain Village': '81435', 'North San Juan': '95960', 'Scottsdale ': '85266', 'Lexington ': '40588', 'Anchorage ': '99517', 'Henrico ': '23233', 'Groton': '06340', 'Pennington ': '08534', 'Goochland': '23063', 'Three Rivers': '78071', 'Broken Arrow ': '74012', 'Fitchburg ': '53711', 'Hampstead ': '28443', 'Odenville': '35120', 'Shelby Twp': '48316', 'Aurora ': '60505', 'Derwood': '20855', 'Centereach': '11720', 'La Valle': '53941', 'Sutton': '01590', 'Pepper Pike': '44124', 'Fulshear': '77441', 'West Roxbury': '02132', 'Holland ': '18966', 'Issaquah ': '98027', 'Chicago ': '60610', 'St Charles ': '63304', 'Flagstaff ': '86001', 'Lookout Mountain': '37350', 'North Bergen': '07047', 'Jacksonvile': '32205', 'Moorpark': '93021', 'Spartanburg ': '29302', 'Raphine ': '24472', 'Campbellsport': '53010', 'Umatilla': '97882', 'Midway City': '92655', 'Wyckoff ': '07481', 'Somerton': '85350', 'East Leroy': '49051', 'Seaford': '19973', 'Pikeville': '27863', 'Miramar ': '33029', 'Walkersville': '21793', 'North Potomac': '20878', 'Moore': '73160', 'Berkeley Lake': '30096', 'Cadillac': '49601', 'Ellijay': '30540', 'Altoona': '50009', 'Papillion': '68133', 'Centerville': '45458', 'Fair Haven': '07704', 'Orient': '11957', 'Boonville': '47601', 'Mequon': '53092', 'Atwater': '95301', 'Saunderstown': '02874', 'Hernando': '38632', 'New York City': '10003', 'Homewood': '35209', 'Orono': '04473', 'Greensburg': '15601', 'Deep River': '06417', 'Woodstock Valley': '06282', 'Wolfforth': '79382', 'E Watertown': '02472', 'Hat Creek': '96040', 'Paxton': '01612', 'Bigfork': '59911', 'Plain City': '43064', 'Friendswood': '77546', 'Oak Grove': '97267', 'Sagamore Beach': '02562', 'Blasdell': '14219', 'Mundelein': '60060', 'Grand Ledge': '48837', 'Dix Hills': '11746', 'Clarendon Hills': '60514', 'Utica ': '13501', 'Mountainside': '07092', 'North Salem': '10560', 'Philomath': '97370', 'Seguin': '78155', 'Spring Lake': '28390', 'Parkersburg': '26101', 'Clearfield': '84015', 'Feasterville Trevose': '19053', 'Fillmore': '93015', 'Abiquiu': '87510', 'Amherst ': '01002', 'Bal Harbour': '33154', 'Darnestown': '20878', 'Huachuca City': '85616', 'Audubon': '19403', 'Blue Ash': '45241', 'Eastford,': '06242', 'Lavallette': '08735', 'Shelter Island Heights': '11965', 'Yelm': '98597', 'Destin': '32541', 'Plantation': '33324', 'Auburn Hills': '48326', 'Skillman': '08558', 'Arden': '28704', 'Neosho': '64850', 'Roseland': '07068', 'Springville': '93265', 'Gibbstown': '08027', 'Laguna Beach ': '92651', 'Madeira Beach': '33708', 'Denville': '07834', 'Rough And Ready': '95975', 'Mokena': '60448', 'Cypress': '77429', 'Cochranton': '16314', 'Kittery': '03904', 'Tivoli': '12583', 'Bronx ': '10454', 'Whispering Pines': '28327', 'Urbana': '43078', 'Cody': '82414', 'Edison': '08817', 'Yorktown Heights': '10598', 'Accord': '12404', 'Holly Hill': '32117', 'Orford': '03777', 'Cloverdale ': '95425', 'Pound Ridge ': '10576', 'Pine City': '55063', 'Peekskill ': '10566', 'Colebrook': '06021', 'Saint Joseph': '49085', 'Naugatuck': '06770', 'Grafton': '01519', 'Colusa': '95932', 'West Windsor': '08550', 'Davidsonville ': '21035', 'Easley': '29640', 'South San Francisco': '94080', 'Cascade Locks': '97014', 'Willits': '95490', 'Traverse City': '49696', 'Ozone Park': '11417', 'Newberry': '32669', 'Leander': '78641', 'Alfred': '04002', 'Warrenton': '27589', 'Lawndale': '90260', 'Powder Springs': '30127', 'Maynard': '01754', 'Muncie': '47304', 'Alpena': '49707', 'Cheshire': '06410', 'South Salt Lake': '84115', 'Bellville': '77418', 'Cotuit': '02635', 'Kennebunkport': '04046', 'Lake Zurich': '60047', 'Far Rockaway': '11691', 'Emeryville': '94608', 'Delmont': '15626', 'Snow Shoe': '16874', 'Kanab': '84741', 'Bethel Park': '15102', 'Colchester ': '06415', 'Bisbee': '85603', 'Windermere': '34786', 'The Dalles': '97058', 'Orange ': '92867', 'Tecumseh': '49286', 'Circle Pines': '55014', 'Loudon': '37774', 'Nahant': '01908', 'Jeannette': '15644', 'Scottsbluff': '69361', 'Garland': '75043', 'South Amboy': '08879', 'Tupelo': '38804', 'Aquinnah': '02535', 'Carson City': '89705', 'Coolin': '83821', 'Waynesboro': '17268', 'Mountlake Terrace': '98043', 'Loxahatchee': '33470', 'Maple Valley': '98038', 'Weatherford': '73096', 'Menifee': '92584', 'Johnston': '29832', 'Sanger': '76266', 'New Canaan': '06840', 'Orchard Park': '14127', 'Harvey': '70058', 'Somerville ': '02144', 'Elm Grove': '53122', 'Greenup': '62428', 'Cliffside Park': '07010', 'Kenilworth': '60043', 'Wheeling': '26003', 'Buffalo Grove': '60089', 'Indian Land': '29707', 'Boyne City': '49712', 'Kiawah Island': '29455', 'South Hempstead': '11550', 'Menomonee Falls': '53051', 'San Gregorio': '94074', 'Mililani': '96789', 'Primm Springs': '38476', 'Monticello': '55362', 'Point Pleasant Beach': '08742', 'Hugo': '55038', 'Lewis Center': '43035', 'Nixa': '65714', 'Gurley': '35748', 'Lemont': '60439', 'Cedarburg ': '53012', 'Etowah': '28729', 'East Aurora': '14052', 'Hulbert': '74441', 'Billerica': '01821', 'Seabrook': '77586', 'Manitou Beach': '49253', 'Haughton': '71037', 'Jacobus': '17407', 'Branchburg': '08876', 'Side Lake': '55781', 'Kalama': '98625', 'Zelienople': '16063', 'Selinsgrove': '17870', 'Pinckney': '48169', 'Coldwater': '49036', 'Lake Geneva': '53147', 'North East': '21901', 'Cranston ': '02921', 'Cohasset': '02025', 'Portage': '49002', 'Wautoma': '54982', 'Cornelius': '28031', 'Battle Ground': '98604', 'Princeton Junction': '08550', 'Terryville': '06786', 'Chazy': '12921', 'Springfield ': '65802', 'Arnold': '21012', 'Three Oaks': '49128', 'Mount Ida': '71957', 'University City': '63130', 'South Hamilton': '01982', 'North Olmsted': '44070', 'Seneca Falls': '13148', 'Cedarburg': '53012', 'Roeland Park': '66205', 'Pine Grove': '17963', 'West Valley City': '84120', 'Alachua': '32615', 'Woodruff': '29388', 'Mcdonough': '30253', 'Sandy Springs': '30328', 'Austell': '30106', 'Park Forest': '60466', 'Sedro Woolley': '98284', 'Harvest': '35749', 'Bedminster': '07921', 'Lapeer': '48446', 'Parma': '63870', 'New Marlborough': '01230', 'Ashfield': '01330', 'Lewisville': '75057', 'Hialeah': '33018', 'Brewster': '10509', 'Vestavia Hills': '35216', 'Bay Minette ': '36507', 'Scranton': '18503', 'Reseda': '91335', 'Allenstown': '03275', 'Oaklyn': '08107', 'Sparks': '89434', 'Valley Village ': '91607', 'Federal Way': '98003', 'Pasco': '99301', 'Moseley': '23120', 'Waynesville': '28786', 'Allendale': '07401', 'Brown Deer': '53209', 'Frankford': '19945', 'North Little Rock': '72114', 'Banks': '97106', 'Pompano Beach': '33069', 'White Bear Lake': '55110', 'Saddle Brook': '07663', 'Hightstown': '08520', 'Rougemont': '27572', 'Easthampton': '01027', 'North Caldwell': '07006', 'Salisbury': '21801', 'West Jordan': '84081', 'Banner': '82832', 'Chino': '91708', 'North Las Vegas': '89081', 'Moreno Valley': '92555', 'Wading River': '11792', 'Bohemia': '11716', 'Halfmoon': '12065', 'Nutley': '07110', 'Baytown': '77521', 'Fridley': '55432', 'Niantic': '06357', 'Dedham': '02026', 'Voorhees Township': '08043', 'Loudonville': '12211', 'University Place': '98467', 'Polson': '59860', 'Chisago City': '55013', 'Palmer': '01069', 'Ellicottville': '14731', 'Filer': '83328', 'Astoria ': '11103', 'Oroville': '95966', 'Bar Harbor': '04609', 'Sea Cliff': '11579', 'Fairhope': '36532', 'Hot Sulphur Springs': '80451', 'Brick': '08723', 'Piermont': '10968', 'Munster': '46321', 'Grangeville': '83530', 'Highlands': '28741', 'Rhinebeck': '12572', 'Cranford': '07016', 'Gansevoort': '12831', 'Purcell': '73080', 'Socorro': '87801', 'Stroudsburg': '18360', 'High Springs': '32655', 'Woods Hole': '02543', 'Chattahoochee Hills': '30268', 'Grosse Pointe': '48230', 'Omak': '98841', 'Mebane': '27302', 'Rocky Mount': '27804', 'Southaven': '38671', 'Prairieville': '70769', 'Woodway': '98020', 'Pinehurst': '28374', 'Garwood': '07027', 'Monson': '01057', 'Ocean City': '08226', 'Muscle Shoals': '35661', 'Connellsville': '15425', 'Placentia': '92870', 'Le Claire': '52753', 'Brooklyn Park': '55443', 'Yakutat': '99689', 'Pequot Lakes': '56472', 'Lake Linden': '49945', 'Chestnut Ridge': '10977', 'Morrilton ': '72110', 'Cocoa Beach': '32931', 'Zion': '60099', 'Coppell': '75019', 'Massillon': '44646', 'Bath': '04530', 'Mountain Lakes': '07046', 'Freehold ': '07728', 'Cranbury': '08512', 'Elkton': '21922', 'Rockaway Park': '11694', 'Manchester By The Sea': '01944', 'Valley Cottage': '10989', 'Loma Mar': '94021', 'La Veta': '81055', 'Robbins': '27325', 'Lorena': '76655', 'Saratoga': '95070', 'Oceano': '93445', 'Manvel': '77578', 'Bremerton ': '98312', 'East Hanover': '07936', 'Whitewater': '81527', 'North Easton': '02356', 'Clinton Township': '48038', 'Ashaway': '02804', 'Killingly': '06241', 'Stratton': '04982', 'North Aurora': '60542', 'Vaughn': '98394', 'Plainsboro': '08536', 'Vestavia': '35243', 'High Point': '27262', 'Clyde Hill': '98004', 'Rollingbay': '98061', 'Gypsum': '67448', 'Pleasant Grove': '84062', 'Fort Belvoir': '22060', 'Blue Mounds': '53517', 'Suquamish': '98392', 'Mays Landing': '08330', 'Lilesville': '28091', 'Pembroke': '02359', 'Menasha': '54952', 'Eagle River': '99577', 'Guffey': '80820', 'Pardeeville': '53954', 'Elon': '27244', 'La Palma': '90623', 'Oneida': '13421', 'Secaucus': '07094', 'Upper Saddle River': '07458', 'Klamath Falls': '97603', 'Dillon': '80435', 'Fate': '75087', 'St Louis Park': '55416', 'Wood Dale': '60191', 'Sapulpa': '74066', 'Glenmont': '12077', 'White Springs': '32096', 'Chase City': '23924', 'Libertyville ': '60048', 'Chardon': '44024', 'West Olive': '49460', 'Winneconne': '54986', 'Little River': '95456', 'Central Village': '06332', 'Templeton': '93465', 'Jaffrey': '03452', 'Running Springs': '92382', 'Haslet': '76052', 'Winston-Salem': '27106', 'Kendall Park': '08824', 'Mesquite': '89027', 'Lake Villa': '60046', 'Amawalk': '10501', 'Warrington': '18976', 'Voorheesville': '12186', 'Forest City': '28043', 'Winterset': '50273', 'Keeseville': '12944', 'El Macero': '95618', 'Globe': '85501', 'Houston,': '77005', 'Lawrenceburg ': '47025', 'Manchaca': '78652', 'East Durham': '12423', 'Middle Granville': '12849', 'Lake Havasu City': '86403', 'Hyattsville': '20783', 'Cheney': '99004', 'Fircrest': '98466', 'Towaco': '07082', 'Kennewick': '99338', 'Cranberry Township': '16066', 'W. Barnstable': '02668', 'Beaver Falls': '15010', 'Thomasville': '31757', 'Camptonville ': '95922', 'Nyack': '10960', 'Millsboro': '19966', 'Springtown': '76082', 'Tabernacle': '08088', "Coeur D'Alene": '83815', 'Freedom': '83120', 'Palm Bay': '32908', 'Clark': '07066', 'Camino': '95709', 'Hilo': '96720', 'Bainbridge': '13733', 'Aspen': '81611', 'Park Ridge': '60068', 'Lenoir City': '37772', 'Shakopee': '55379', 'Dexter': '48130', 'Newfield': '14867', 'Sylva': '28779', 'Poland': '44514', 'West Sayville': '11796', 'Matheson': '80830', 'Selden': '11784', 'Saint Francis': '53235', 'Hillsborough Township': '08844', 'North Creek': '12853', 'Landers': '92285', 'Fort Collins ': '80525', 'Northville': '48167', 'Green Lake': '54941', 'Medfield': '02052', 'Flossmoor': '60422', 'Cudahy': '53110', 'Urbandale': '50322', 'Cortland': '13045', 'Mound': '55364', 'Sprink Lake': '49456', 'Queensbury': '12804', 'East Dummerston': '05346', 'Flanders': '11901', 'Afton': '55001', 'Queen Creek': '85142', 'Tarpon Springs': '34688', 'Rollingwood': '78746', 'Rockingham': '28379', 'Ruther Glen': '22546', 'Dearborn': '64439', 'Cornwall': '12518', 'New Hampton': '03256', 'Selah': '98942', 'Linville': '22834', 'Lantana': '76226', 'Sturgis': '57785', 'Gold Canyon': '85118', 'South Euclid': '44121', 'N Ft Myers': '33917', 'Nacogdoches': '75965', 'Grahamsville': '12740', 'Two Harbors': '55616', 'South Fork': '81154', 'Apopka': '32712', 'Port Saint Lucie': '34987', 'Knife River': '55609', 'Huson': '59846', 'Port Orange': '32129', 'Rosedale': '21237', 'Blowing Rock': '28605', 'Beavercreek Township': '45434', 'Grand Lake': '80447', 'Princeton Jct': '08550', 'Lemon Grove': '91945', 'Avondale Est': '30002', 'Eldersburg': '21784', 'Steilacoom': '98388', 'Saint Marys': '45885', 'Clarence': '14031', 'Margate': '33063', 'Emporia': '66801', 'Ocean Ridge': '33435', 'Belleview': '34420', 'Gold River': '95670', 'Milan': '61264', 'El Granada': '94018', 'Gulfport': '33707', 'Nipomo ': '93444', 'Wa': '98112', 'Oakbrook Terrace': '60181', 'Crescent City': '95531', 'Lilburn': '30047', 'Kennett Square': '19348', 'Escanaba': '49829', 'Sedona': '86351', 'Tuckerton': '08087', 'Jay': '12941', 'Naches': '98937', 'Broad Channel': '11693', 'Hobe Sound': '33455', 'Lyles': '37098', 'Mt. Kisco': '10549', 'Capitan': '88316', 'Sistersville': '26175', 'Willow': '99688', 'Patagonia': '85624', 'Monmouth': '61462', 'Hutchinson': '55350', 'Levittown': '19056', 'Gastonia': '28054', 'Placerville': '81430', 'Isla Vista': '93117', 'Glen Head': '11545', 'Hampstead': '03841', 'Green Pond': '29446', 'Cerritos': '90703', 'West Milford': '07480', 'Whiteriver': '85941', 'Pinebluff': '28373', 'Flower Mound ': '75028', 'Groveton': '75845', 'Bremerton': '98312', 'Maurice': '70555', 'Brandywine': '20613', 'Bellingham, ': '98226', 'Hebo': '97122', 'Burns': '37029', 'Du Quoin': '62832', 'Lino Lakes': '55014', 'Port Huron': '48060', 'Modena': '12548', 'Charlotte,': '28203', 'Bartow': '33830', 'Grandy': '27939', 'Deming ': '88030', 'Bishop': '93514', 'Orchard': '68764', 'Tinton Falls': '07753', 'Bellbrook': '45305', 'Ave Maria': '34142', 'Kaysville': '84037', 'Dupont': '98327', 'Tybee Island': '31328', 'Wheatland': '58079', 'New Windsor': '12553', 'Oak Creek': '53154', 'Commerce Township': '48382', 'Homosassa': '34446', 'Suisun City': '94585', 'Calistoga': '94515', 'Sunriver': '97707', 'Bernardsville': '07924', 'Oskaloosa': '52577', 'Sturgeon Bay': '54235', 'Moretown': '05660', 'Princeville ': '96722', 'Powers Lake': '53159', 'Bolivar': '65613', 'Hayden': '83835', 'Buffalo ': '14216', 'Bradfordwoods': '15015', 'Summerfield': '27358', 'Solana Beach': '92075', 'College Park': '20740', 'Mt Prospect': '60056', 'St. Paul': '55118', 'Guthrie': '73044', 'Marathon': '13803', 'S Yarmouth': '02664', 'Plover': '54467', 'Alberton': '59820', 'Whitefish': '59937', 'Ponte Vedra': '32081', 'Washingtonville': '10992', 'Saint Johns': '48879', 'Signal Mountain': '37377', 'Lake Barrington': '60010', 'Lynnfield': '01940', 'Glen Rock': '07452', 'Burton': '48509', 'Montesano': '98563', 'Addison': '75001', 'Feeding Hills': '01030', 'Eastchester': '10709', 'Poughkeepsie ': '12603', 'Northridge': '91330', 'Claremore': '74017', 'Makaweli': '96769', 'Etna': '03750', 'Hurdle Mills': '27541', 'Evergreen Park': '60805', 'Double Oak': '75077', 'Scotts Valley': '95066', 'Putnam Valley': '10579', 'Apollo Beach': '33572', 'Waxhaw': '28173', 'Bay Shore': '11706', 'Cudjoe Key': '33042', 'Brooklin': '04616', 'Millcreek': '84124', 'Nantucket ': '02554', 'San Juan Bautista': '95045', 'Glendora': '91741', 'Trabuco Canyon': '92679', 'Court Boise': '83703', 'Owasso': '74055', 'Island Heights': '08732', 'S. Londonderry': '05155', 'Port Hadlock': '98339', 'Willamantic': '06226', 'Evington': '24550', 'Mount Horeb': '53572', 'Sandusky': '44870', 'The Sea Ranch ': '95497', 'Carlsbad ': '92008', 'Blue Ridge': '75424', 'Torrance ': '90505', 'Lead': '57754', 'Glen Mills': '19342', 'Siloam Springs': '72761', 'South Royalton': '05068', 'Glen Aubrey': '13777', 'Glenmoore': '19343', 'East Quogue': '11942', 'Galena': '43021', 'Munith': '49259', 'San Antonio ': '78204', 'Rossmoor': '90720', 'Mcfarland ': '53558', 'Little Elm ': '75068', 'Danville ': '94526', 'Cardiff By The Sea': '92007', 'Crestwood ': '63126', 'Potomac ': '20854', 'Loomis': '95650', 'Canby': '97013', 'Toluca Lake': '91602', 'Averill Park': '12018', 'Rockleigh': '07647', 'Mount Desert': '04660', 'Normal ': '61761', 'Saint John': '46373', 'Rochester ': '48306', 'Edgartown ': '02539', 'Marco Island': '34145', 'South Yarmouth': '02664', 'Hyde Park ': '02136', 'New Hartford': '06057', 'Gardnerville ': '89410', 'Scott City': '63780', 'Quaker Hill': '06375', 'Hollister': '95023', 'Hickory Hills': '60457', 'Trumansburg ': '14886', 'Peachtree City': '30269', 'Moss Beach': '94038', 'Milton ': '32583', 'Cape Coral': '33914', 'Ronan': '59864', 'Old Hickory': '37138', 'Cape Girardeau': '63701', 'La Porte': '46350', 'Driggs': '83422', 'Casa Grande': '85122', 'Eliot': '03903', 'Carmel By The Sea': '93921', 'Morro Bay': '93442', 'Morris Plains': '07950', 'Nancy': '42544', 'Township Of Washington': '07676', 'Dunwoody': '30338', 'Johns Island ': '29455', 'Chiefland': '32626', 'Mountain Brk': '35213', 'Swansea': '62226', 'Armuchee': '30105', 'Bozeman ': '59715', 'Wadsworth ': '44281', 'Alamo Heights ': '78209', 'Philadelphia ': '19135', 'Cicero': '60804', 'Allston': '02134', 'Mount Juliet': '37122', 'Madisonville': '42431', 'Hidden Valley Lake': '95467', 'Rifle': '81650', 'Mystic': '06355', 'New Fairfield': '06812', 'Casper': '82604', 'Ankeny': '50023', 'South Harrison Township': '08062', 'Manistee': '49660', 'Ramona': '92065', 'North Kingstown': '02852', 'Decorah': '52101', 'Iron': '55751', 'Lindenhurst': '60046', 'Elbridge': '13060', 'Millcreek City ': '84124', 'Niceville': '32578', 'Enfield': '03748', 'Wentzville': '63385', 'Cedar City': '84721', 'Avondale': '85392', 'Little Neck': '11362', 'Kyle': '78640', 'Jensen Beach': '34957', 'Cantonment': '32533', 'Cinnaminson': '08077', 'Mimbres': '88049', 'Brooklyn Center': '55429', 'Zephyr Cove': '89448', 'Kneeland': '95549', 'Lucinda': '16235', 'Glade Park': '81523', 'Townsend': '31331', 'Farmingtn Hills': '48331', 'Brookville': '47012', 'Windham': '12496', 'Winters': '95694', 'Girdwood': '99587', 'Park City ': '84060', 'Villa Rica': '30180', 'Kokomo': '46902', 'Farmville': '23901', 'Nags Head': '27959', 'Enterprise': '97828', 'Shady Cove': '97539', 'Rutherford': '07070', 'Alpine': '79830', 'Mechanicville': '12118', 'Forty Fort': '18704', 'Willmar': '56201', 'Central City': '80427', 'Applegate': '97530', 'Yorkville': '60560', 'Archdale': '27263', 'Fredonia': '58440', 'Yakima': '98908', 'Wainscott': '11975', 'Au Sable Forks': '12912', 'Raynham': '02767', 'Sewanee': '37375', 'Cottonwood Heights': '84121', 'Jekyll Island': '31527', 'Thompsons Station': '37179', 'Anaconda': '59711', 'Wilderville': '97543', 'Hernando Beach': '34607', 'Battle Ground ': '98604', 'Lake Saint Louis': '63367', 'Cedar Grove': '07009', 'N Little Rock': '72116', 'Ligonier': '15658', 'Richland Center': '53581', 'Culleoka': '38451', 'Kearny': '07032', 'Coos Bay': '97420', 'Long Beach ': '90813', 'Manhattan': '66503', 'Washington Crossing': '18977', 'Newton Center': '02459', 'Oceanside ': '92058', 'South Boston': '02127', 'Bluffton': '29909', 'Lake Luzerne': '12846', 'Monrovia': '91016', 'San Anselmo': '94960', 'Totowa': '07512', 'Neptune Beach': '32266', 'Eustis': '32736', 'Syria': '22743', 'Graton': '95444', 'Bridgewater ': '08807', 'Firestone': '80504', 'Sherman Oaks ': '91423', 'Hoffman Estates': '60169', 'East Haddam': '06423', 'Wetumpka': '36093', 'Berkeley Heights': '07922', 'Chepchet': '02814', 'Pioneer': '95666', 'Bristow': '20136', 'Ashford': '06278', 'Tyrone': '30290', 'Killingworth': '06419', 'Neptune': '07753', 'Tahlequah': '74464', 'Mickleton': '08056', 'Schuylkill Haven': '17972', 'Oakwood': '45419', 'Rostraver Twp': '15012', 'Piscataway': '08854', 'Wellfleet': '02667', 'Sackets Harbor': '13685', 'Pacific': '63069', 'Cordes Lakes': '86333', 'Nisswa': '56468', 'Manor': '78653', 'Hemlock': '48626', 'Essex Junction': '05452', 'Duquoin': '62832', 'Spanish Fork': '84660', 'Tower Lakes': '60010', 'New Harmony': '84757', 'Koloa': '96756', 'Tryon': '28782', 'Truro': '02666', 'Westhampton': '01027', 'Belmar': '07719', 'Chalfont': '18914', 'Hagerstown': '21740', 'Cartersville': '30120', 'Rockland': '04841', 'Branson': '65616', 'Milltown': '08850', 'Gaylord': '49735', 'Rochester Hills': '48309', 'Pompton Plains': '07444', 'Lafayette Hill': '19444', 'Valois': '14841', 'Pleasant Ridge': '48069', 'West Menlo Park': '94025', 'Durant': '74701', 'Los Lunas': '87031', 'Mccloud ': '96057', 'Sinking Spring': '19608', 'Lorain': '44053', 'Swisher': '52338', 'Centralia': '62801', 'Puerto Real': '00740', 'Clara City': '56222', 'Racine': '53406', 'Midvale': '84047', 'Bryn Athyn': '19009', 'Morton': '61550', 'Climax': '49034', 'South Haven ': '49090', 'Ivins': '84738', 'Maidens': '23102', 'Mauldin': '29662', 'Howell': '48843', 'Cotati': '94931', 'Leachville': '72438', 'East Freetown': '02717', 'White River Junction': '05001', 'Saluda': '28773', 'Hellertown': '18055', 'King Ofprussia': '19406', 'Highland Village': '75077', 'Schwenksville': '19473', 'Port St Lucie': '34952', 'South Pomfret ': '05067', 'Deer Isle': '04627', 'Salina': '67401', 'White Stone': '22578', 'Manakin Sabot': '23103', 'Hilton Head': '29926', 'Hillister': '77624', 'Easthampton ': '01027', 'Ft Myers': '33919', 'Lufkin': '75904', 'Canterbury': '03224', 'Osage Beach': '65065', 'Coal Valley': '61240', 'Solomons': '20688', 'Edgewood': '87015', 'Little Compton': '02837', 'Cynthiana': '41031', 'Fuquay Varina': '27526', 'Sevierville': '37876', 'Nixon': '78140', 'Endeavor ': '53930', 'Pegram': '37143', 'Clinton Twp.': '48038', 'Bow': '03304', 'Perrysburg': '43551', 'Red Lodge ': '59068', 'Castleton': '05735', 'Kinston': '28504', 'Rockaway Beach': '11693', 'Saylorsburg': '18353', 'Line Lxngtn': '18932', 'North Beach': '20714', 'Delaware': '43015', 'Tyler Hill': '18469', 'Clackamas': '97015', 'Pawcatuck': '06379', 'Theodore': '36582', 'Sarver': '16055', 'Bourne': '02532', 'Holly Springs': '27540', 'Hartselle': '35640', 'Carolina Shores': '28467', 'Montara': '94037', 'Siasconset': '02564', 'Brush Prairie': '98606', 'Wrightstown': '08562', 'Adrian': '49221', 'Stanley': '83278', 'Cable': '54821', 'Carl Junction': '64834', 'Monkton': '21111', 'Carey': '43316', 'Boyd': '76023', 'Storrs Mansfield': '06268', 'Strathmere': '08248', 'Liberty Lake': '99019', 'Eastsound': '98245', 'Lake Worth': '33460', 'Masontown': '26542', 'Santa Claus': '47579', 'Fairview Park': '44126', 'Conshohocken': '19428', 'Windsor Mill': '21244', 'Sun City West': '85375', 'Encinitas ': '92024', 'Haworth': '07641', 'Aylett': '23009', 'Arverne': '11692', 'Saint Charles': '60174', 'Abingdon': '24211', 'Conway Springs': '67031', 'Kalispell': '59901', 'Palatka': '32177', 'Cresskilli': '07626', 'Dyersburg': '38024', 'Southborough': '01772', 'Honokaa': '96727', 'Cochranville': '19330', 'St. Simons Island': '31522', 'Ambler ': '19002', 'Sitka': '99835', 'East Rutherford': '07073', 'Beckley': '25801', 'Dothan': '36301', 'Broadlands': '20148', 'Berkeley Springs': '25411', 'Merced': '95348', 'Seminole ': '33772', 'Unity': '04988', 'Tumwater': '98512', 'Womelsdorf': '19567', 'Rockwall': '75032', 'Gilroy': '95020', 'Carlton': '97111', 'Sullivans Island': '29482', 'Duarte': '91010', 'Humble': '77396', 'Washington Depot': '06794', 'Saginaw': '48609', 'Yarmouth Port': '02675', 'Port Saint Lucie ': '34953', 'Avon Park': '33825', 'North Barrington': '60010', 'Wantagh': '11793', 'Eatonton': '31024', 'Telluride': '81435', 'Reisterstown': '21136', 'Leesville': '71446', 'Cobleskill': '12043', 'West River': '20778', 'Oak Island': '28465', 'Leominster': '01453', 'Lumberville': '18933', 'Higganum': '06441', 'Oil City': '16301', 'River Ridge': '70123', 'Neptune City': '07753', 'West Chesterfield': '03466', 'Americus': '31709', 'Saint Simons Island': '31522', 'North Providence': '02904', 'Rancho Mirage': '92270', 'Bedford Hills': '10507', 'Oneonta': '13820', 'New River': '85087', 'Jefferson City': '65101', 'Ojo Caliente': '87549', 'Wrentham': '02093', 'Sierraville': '96126', 'Richmond Heights': '44143', 'Spencer': '51301', 'New Bethlehem': '16242', 'Eatonville': '98328', 'Lenox': '01240', 'Big Lake': '99652', 'Bondurant': '50035', 'Sand Springs': '74063', 'Sugar Hill': '30518', 'Pingree': '83262', 'Salinas': '93908', 'Affton': '63123', 'Branford': '06405', 'Mccordsville': '46055', 'Forest Park': '60130', 'Cloquet': '55720', 'Underhill': '05489', 'Norristown': '19403', 'Delafield': '53018', 'Seekonk': '02771', 'Forest Hill': '76140', 'Tangent': '97389', 'Stone Mtn': '30083', 'East Point': '30344', 'Copper Harbor': '49918', 'Hampton Falls': '03844', 'Mcallen': '78504', 'Huntington Station': '11746', 'Belews Creek': '27009', 'Grand Forks Afb': '58204', 'Newfane': '14108', 'Barnesville': '18214', 'Middleburg': '32068', 'Gambier': '43022', 'Cummington': '01026', 'Quakertown': '18951', 'Tunkhannock': '18657', 'Woodridge': '60517', 'Olive Hill': '41164', 'Fountain Vly.': '92708', 'Medical Lake': '99022', 'Hattiesburg': '39402', 'Walworth': '14568', 'Berlin': '01503', 'Kinderhook': '12106', 'Santa Rosa Beach': '32459', 'Colonie': '12205', 'Cape May': '08204', 'Lemoyne': '17043', 'Hainesport': '08036', 'Danbury': '03230', 'Wakeman': '44889', 'Ocean View': '19970', 'Des Plaines': '60016', 'Eva': '35621', 'Anderson': '29621', 'Perry': '73077', 'Panama City': '32404', 'Shamokin': '17872', 'Diamond Springs ': '95619', 'Lewisville ': '75067', 'Pace': '32571', 'East Garrison': '93933', 'Ellington': '06029', 'Volente': '78641', 'Freehold': '07728', 'Veazie': '04401', 'Cashiers': '28717', 'Tuckahoe': '10707', 'Amissville': '20106', 'Wildomar': '92595', 'Waupaca': '54981', 'Earlysville': '22936', 'Derry': '03038', 'Unionville': '19375', 'Saint George Island': '32320', 'Capitol Heights': '20743', 'Portland, Or': '97212', 'Margaretville': '12455', 'Parchment': '49004', 'Mount Upton': '13809', 'Morton Grove': '60053', 'Pacifica ': '94044', 'Mayfield Heights': '44124', 'Ayer': '01432', 'Avoca': '68307', 'Keenesburg': '80643', 'West Suffield': '06093', 'Rio Tancho': '87144', 'Ingleside': '60041', 'Palos Verdes Estates': '90274', 'Orland': '46776', 'Beech Bluff': '38313', 'Midway': '84049', 'Williston ': '05495', 'Daniel Island': '29492', 'Spearfish': '57783', 'St. Charles': '60174', 'Ft. Washington': '19034', 'Mt Juliet': '37122', 'Lincolnwood': '60712', 'Fort Smith': '72903', 'Columbus ': '43206', 'Cordova': '38016', 'Cambria Heights': '11411', 'Silverdale': '98383', 'Hershey': '17033', 'Harrisville': '02830', 'Sheldon': '29941', 'Nesconset': '11767', 'Lanai City ': '96763', 'Linwood': '08221', 'Upper Saint Clair': '15241', 'East Sandwich': '02537', 'Brenham': '77833', 'Matthews': '28104', 'Holly': '48442', 'Kiln': '39556', 'New Germany': '55367', 'Brimley': '49715', 'Palatine': '60067', 'Boyds': '20841', 'Glenburn': '58740', 'Bridgton': '04009', 'Delavan': '53115', 'Cary ': '27513', 'Saint Johnsbury': '05819', 'Oshkosh': '54902', 'Carnegie': '15106', 'East Windsor': '08512', 'State Center': '50247', 'Rehoboth Beach': '19971', 'Mustang': '73064', 'Woodmere': '11598', 'Wadmalaw Island': '29487', 'Forest Lake': '55025', 'Collierville': '38017', 'New Britain': '06053', 'Parrish': '34219', 'Paoli': '19301', 'Orland Park': '60462', 'Fontana': '53125', 'North Bethesda': '20852', 'Hurley': '12443', 'Lakemoor': '60051', 'Newmarket': '03857', 'Southington': '06489', 'Zumbrota': '55992', 'San Mateo,': '94401', 'Wagon Mound': '87752', 'Leola': '17540', 'South Setauket': '11720', 'Snowmass ': '81654', 'Sewickley ': '15143', 'Talent': '97540', 'Rochelle': '76872', 'Mchenry': '60050', 'Huber Heights': '45424', 'Inlet Beach': '32461', 'Ft Mitchell': '41017', 'Ellsworth': '54011', 'Dewitt': '13214', 'Nooksack': '98276', 'Hartford': '06105', 'The Plains': '20198', 'Sartell': '56377', 'Gardner': '66030', 'Mount Royal': '08061', 'Voorhees': '08043', 'Rcho Santa Fe': '92067', 'East Elmhurst': '11370', 'Emmaus': '18049', 'Tucker': '30084', 'Mccall': '83638', 'West Falmouth': '02574', 'Eaton Rapids': '48827', 'Westport Island': '04578', 'Stone Mountain': '30083', 'Youngsville': '70592', 'North Hampton': '03862', 'Porterville': '93257', 'Cottonwood': '86326', 'Aromas': '95004', 'Nesquehoning': '18240', 'Windsor Heights': '50324', 'Absecon': '08201', 'La Center': '98629', 'Binghamton': '13901', 'Clemson': '29631', 'Crozier': '23039', 'Hailey': '83333', 'Madawaska': '04756', 'Fruita': '81521', 'Manteca': '95336', 'Clermont': '34714', 'Oakley': '94561', 'Monte Rio': '95462', 'Brooksville': '34601', 'Prairie Village': '66208', 'Grantsville': '84029', 'Grand Rapids ': '49506', 'Paso Robles ': '93446', 'Hazel Park': '48030', 'Ladson': '29456', 'Shoreham': '11786', 'Guerneville': '95446', 'Sweetwater': '37874', 'Mahwah': '07430', 'Rumney': '03266', 'Jericho': '05465', 'Flowood': '39232', 'Arleta': '91331', 'Covesville': '22931', 'Ellenwood ': '30294', 'Brandenburg': '40108', 'North Powder': '97867', 'Cherry Valley': '72324', 'Chambersburg': '17202', 'Greenbank': '98253', 'Centerport': '11721', 'Del Valle': '78617', 'Idaho Springs': '80452', 'East Boston': '02128', 'Harbor City': '90710', 'Shreveport ': '71106', 'Wooster': '44691', 'Milliken': '80543', 'Chimacum': '98325', 'Huntingdon Valley': '19006', 'Eden': '84310', 'Brookings': '97415', 'Sharpsburg': '30277', 'Cherry Hills Village': '80113', 'Lindenwood': '61049', 'Davie': '33328', 'Newport Coast': '92657', 'Wesley Chapel': '33545', 'Tuscaloosa': '35406', 'Holbrook': '02343', 'Rome': '13440', 'Tolland': '06084', 'Glenford': '12433', 'Flint Hill': '22627', 'Miramar': '33029', 'Round Lake': '60073', 'Brooks': '30205', 'Bountiful': '84010', 'Maricopa': '85138', 'Hot Springs National Park': '71901', 'University Heights': '44118', 'Delhi': '13753', 'Cedar Hill': '75104', 'Ossining ': '10562', 'Crystal Falls': '49920', 'Hebron': '06248', 'Stonewall': '71078', 'Bon Aqua': '37025', 'New Hyde Park': '11040', 'Windsor Hills': '90043', 'Lake Stevens ': '98258', 'Havana': '32333', 'Wyndmoor': '19038', 'Fairfax Station': '22039', 'Robbinsville': '08691', 'North Stonington': '06359', 'Ruskin': '33570', 'Sebastopol ': '95472', 'Buckeye': '85396', 'Lakehills': '78063', 'Itasca': '60143', 'Shady Side': '20764', 'Oreland': '19075', 'Free Union': '22940', 'Ludlow': '01056', 'North Myrtle Beach': '29582', 'Cumberland Gap': '37724', 'Garberville': '95542', 'Waldo': '43356', 'Hacienda Heights': '91745', 'Willcox ': '85643', 'Culpeper': '22701', 'Canastota': '13032', 'Butte Falls': '97522', 'Mt. Pleasant': '48858', 'Marshfield': '04654', 'Driftwood': '78619', 'Campbell ': '95008', 'Putnam': '06260', 'Bangall': '12506', 'Clay Springs': '85923', 'Efland': '27243', 'Benbrook': '76126', 'Belchertown': '01007', 'Shepherd': '48883', 'Garfield': '72732', 'Minneapolis ': '55419', 'Countryside': '60525', 'Early': '50535', 'Tuscola': '79562', 'Indian Rocks Beach ': '33785', 'Maryville': '37803', 'Bixby': '74008', 'Oak View': '93022', 'Venetia': '15367', 'Pine': '80470', 'Ossineke': '49766', 'Vernal': '84078', 'San Tan Valley': '85143', 'Estes Park': '80517', 'North Sioux City': '57049', 'Whitsett': '27377', 'Christiansburg': '24073', 'Shutesbury': '01072', 'Lewistown': '17044', 'Parkville': '21234', ' Somerville': '02144', 'Freetown': '47235', 'Sterling Heights': '48314', 'Snellville': '30078', 'Madeira': '45243', 'Ben Lomond': '95005', 'Pollock Pines': '95726', 'Gilmanton': '03237', 'Vinton': '70668', 'Lawrence Township': '08648', 'Spicewood': '78669', 'Roselle': '60172', 'Castell': '76831', 'Southwest Harbor': '04679', 'Weddington': '28104', 'Atherton': '94062', 'East Stroudsburg ': '18302', 'Crested Butte': '81224', 'Caribou': '04736', 'Bowdoinham': '04008', 'Purchase': '10577', 'Neenah': '54956', 'Round Hill': '20141', 'Mcalester': '74501', 'Hauppauge': '11788', 'North Scituate': '02857', 'Hixton': '54635', 'Riverdale Park': '20737', 'Lopez Island': '98261', 'Viroqua': '54665', 'Granite Shoals': '78654', 'La Puente': '91744', 'Sherwood': '97140', 'Gretna': '24557', 'Gahanna': '43230', 'Universal City': '78148', 'Trinidad': '95570', 'South Chatham': '02659', 'Ronks': '17572', 'Greenfield Center': '12833', 'Vine Grove': '40175', 'Sagamore Hills': '44067', 'West Covina': '91791', 'Partlow': '22534', 'Interlochen': '49643', 'Republic ': '99166', 'Woolwich': '04579', 'Waterford ': '48327', 'Sisters': '97759', 'Lake Elmo': '55042', 'Sneads Ferry': '28460', 'South Holland': '60473', 'Clay': '42404', 'West Barnstable': '02668', 'Jeffersonvlle': '43128', 'Gonzales': '70737', 'Malone ': '12953', 'Maybrook': '12543', 'Pinetop ': '85935', 'Greenland': '03840', 'Gordonsville': '22942', 'Monmouth Junction': '08852', 'Bealeton': '22712', 'Clements': '20624', 'Vicksburg': '39180', 'Village Of Lakewood': '60014', 'Hillpoint': '53937', 'Bailey Island': '04003', 'Manton': '96059', 'Saugerties': '12477', 'Lawai': '96765', 'Hanover Township': '18706', 'West Deptford': '08096', 'New Kingston': '12459', 'Vineyard Haven': '02568', 'El Lago': '77586', 'Havre De Grace ': '21078', 'Poinciana': '34758', 'Statesville ': '28625', 'Northborough': '01532', 'La Mirada': '90638', 'Fort Walton Beach': '32547', 'St. Johns': '32259', 'Pawleys Island': '29585', 'North Berwick': '03906', 'North Adams': '01247', 'Riverhead': '11901', 'Kimberly': '83341', 'Palermo': '04354', 'Ephrata': '17522', 'Juno Beach': '33408', 'Alturas': '96101', 'Honor': '49640', 'Whitinsville': '01588', 'Houma': '70364', 'Arlington Hts': '60004', 'Holmes': '12531', 'Mullica Hill': '08062', 'Pawtucket': '02860', 'Ferrisburgh': '05456', 'Seymour': '47274', 'Ulster Park': '12487', 'Londonderry': '03053', 'Upper Darby': '19082', 'Parkton': '21120', 'Jessup': '20794', 'Merrick': '11566', 'Wenham': '01984', 'Williams': '97544', 'Franklin Square': '11010', 'South Elgin': '60177', 'Corinth': '76208', 'Liberty Center': '43532', 'Yarrow Point': '98004', 'Peterborough': '03458', 'Clarksburg': '20871', 'Rexburg': '83440', 'Sea Bright': '07760', 'Bedminster Township': '07921', 'Bulverde': '78163', 'East Lyme ': '06333', 'Horseshoe Bay': '78657', 'Rumford': '02916', 'Lajas': '00667', 'Scottsboro': '35768', 'Lagrange': '40031', 'Wethersfield': '06109', 'Hammond': '70403', 'Moose Pass': '99631', 'Firebaugh': '93622', 'Halfway': '97834', 'Wallowa': '97885', 'Cheverly': '20785', 'Edinburg': '78542', 'Foxborough': '02035', 'Philmont': '12565', 'Leslie': '72645', 'Atlantic Bch': '32233', 'Northlake': '76247', 'Merion Sta': '19066', 'Petaluma ': '94952', 'Tamworth': '03886', 'Garden Grove': '92841', 'Cliffton': '81520', 'Guyton': '31312', 'Seatac': '98188', 'Locust Valley': '11560', 'Christiana': '37037', 'Diberville': '39540', 'Grand Prairie': '75050', 'Laguna': '87026', 'North Lauderdale': '33068', 'Roy': '84067', 'Terre Haute': '47803', 'Clintondale': '12515', 'Broussard': '70518', 'Walland': '37886', 'Twisp': '98856', 'Oceanport': '07757', 'Marrero': '70072', 'Sundance': '84604', 'West Caldwell': '07006', 'Crest Hill': '60403', 'Victoria': '67671', 'Carrollton ': '35447', 'Grandview': '64030', 'Erwinna': '18920', 'Seal Harbor': '04675', 'Gettysburg': '17325', 'South Easton': '02375', 'Shenandoah': '17976', 'Laceys Spring': '35754', 'Harbor Springs': '49740', 'Fairhaven': '02719', 'Struthers': '44471', 'Calabash': '28467', 'Owls Head': '04854', 'Deposit': '13754', 'Danielson': '06239', 'Hensley': '72065', 'Wyncote': '19095', 'Fountain': '80817', 'York Beach': '03910', 'Aubrey': '76227', 'Cape Neddick': '03902', 'Siimpsonville': '40067', 'Vermillion': '57069', 'Primghar': '51245', 'East Montpelier': '05651', 'Hopkins': '55343', 'Joyce': '98343', 'Machesney Park': '61115', 'Willingboro': '08046', 'South Berwick': '03908', 'Clear Lake': '55319', 'Cumberland ': '04021', 'Mulino': '97042', 'Middletown ': '21769', 'Belfry': '59008', 'Travelers Rest': '29690', 'Maple City': '49664', 'Bellerose Manor': '11427', 'New Hudson': '48165', 'Port Jefferson': '11777', 'Valdosta': '31606', 'Crownsville': '21032', 'Mariposa': '95338', 'Orwell': '05760', 'Gualala': '95445', 'Horsham': '19044', 'North Arlington': '07031', 'South Padre Island': '78597', 'Rose Valley': '19063', 'Essexville': '48732', 'Rayne': '70578', 'Long Island ': '04050', 'Roche Harbor': '98250', 'Osprey ': '34229', 'Raymore': '64083', 'Tuxedo Park': '10987', 'Dickerson': '20842', 'Severna Park ': '21146', 'Van Buren': '72956', 'Peyton': '80831', 'Millersburg': '44654', 'Bloomingdale': '07403', 'King': '27021', 'University Park': '34201', 'The Bronx': '10455', 'Erie,': '80516', 'Lummi Island': '98262', 'Interlaken': '14847', 'Joplin': '64804', 'Orchard Lake': '48324', 'South Miami': '33143', 'Abbot': '04406', 'Bentonville': '72712', 'Virginia City': '59755', 'Northvale': '07647', 'Fife': '98424', 'Neligh': '68756', 'Kailua-Kona': '96740', 'Hampden': '04444', 'Huron': '44839', 'East Northport': '11731', 'East Lyme': '06333', 'Center Valley': '18034', 'Hughesville': '17737', 'Rathdrum': '83858', 'Maroa': '61756', 'Pea Ridge': '72751', 'Woolwich Township': '08085', 'Port Matilda': '16870', 'North Logan': '84341', 'Covelo': '95428', 'Hartland': '53029', 'South Hero': '05486', 'Barnardsville': '28709', 'Still River': '01467', 'St. Helena': '94574', 'Capitol Hgts': '20743', 'Swissvale': '15218', 'Turners Falls': '01376', 'Redondo Beach ': '90278', 'South Windsor': '06074', 'Parsippany-Troy Hills': '07054', 'Hoschton': '30548', 'Florissant': '63033', 'Weare': '03281', 'Norwood': '02062', 'Westbrook ': '04092', 'Brevard': '28712', 'Mount Calvary': '53057', 'Glen Ellen': '95442', 'Marriottsville': '21104', 'Brookline ': '02445', 'Lyman': '04002', 'Industry': '78944', 'Waretown': '08758', 'Covina': '91724', 'Hallowell': '04347', 'Greendale': '53129', 'Hillsdale ': '12529', 'Morris': '06763', 'Roosevelt Island': '10044', 'North Attleboro': '02760', 'Lynnwood ': '98087', 'Grosse Pointe Park': '48230', 'Haddon Hgts': '08035', 'Sea Girt': '08750', 'Tomball': '77375', 'Landisville': '17538', 'Justice': '60458', 'Attleboro': '02703', 'Lynden': '98264', 'Massapequa Park': '11762', 'Erlanger': '41018', 'Jenkintown': '19046', 'Verplanck': '10596', 'Fort Bragg': '28307', 'Randallstown': '21133', 'Lehighton': '18235', 'Lower Lake': '95457', 'Millsap': '76066', 'New Holland': '17557', 'White Oak': '15131', 'Grosse Pointe Farms': '48236', 'North Massapequa': '11758', 'Southbury': '06488', 'Mt Zion': '62549', 'Tahoe City': '96145', 'Mitchellville': '20721', 'Brinnon': '98320', 'Green Village': '07935', 'Dillonvale': '43917', 'Colorado Spgs': '80905', 'Orr': '55771', 'Arroyo Seco': '87514', 'Elburn': '60119', 'West Wareham': '02576', 'Bemidji': '56601', 'Blue Hill': '04614', 'Candor': '13743', 'Goshen ': '03752', 'Galax': '24333', 'Oradell': '07649', 'Newaygo': '49337', 'Mount Gretna': '17064', 'Wyarno': '82845', 'Ronald': '98940', 'Ross': '94957', 'Killen': '35645', 'Malta, Ny': '12020', 'Queens Village': '11428', 'Capitola': '95010', 'Madera': '93636', 'Orrtanna': '17353', 'Gorham': '04038', 'Abilene': '79602', 'Stone Ridge': '12484', 'Gold Run': '95717', 'Pullman': '99163', 'St. Pete Beach': '33706', 'Breezy Point': '11697', 'Nicasio': '94946', 'Ruckersville': '22968', 'North Royalton': '44133', 'Steeles Tavern': '24476', 'Los Fresnos': '78566', 'East Fairfield': '05448', 'Moon Township': '15108', 'Oxford ': '38655', 'Tomahawk': '54487', 'Silver Springs': '34488', 'Brownsburg': '46112', 'Tazewell': '37879', 'Edenton': '27932', 'Dillsburg': '17019', 'West Lake Hills': '78746', 'Osceola': '54020', 'Norwich ': '13815', 'Thibodaux': '70301', "O' Fallon": '63368', 'Fort Myers': '33908', 'Souderton': '18964', 'Saukville': '53080', 'Powhatan': '23139', 'Northville ': '48167', 'Riverbank': '95367', 'Onamia': '56359', 'Hercules': '94547', 'Dansville': '48819', 'Ewing Township': '08628', 'Jeffersonville ': '05464', 'Custer': '98240', 'Bosque Farms': '87068', 'Pittsfield': '01201', 'Lafayette ': '94549', 'North Tustin': '92705', 'Southport': '04576', 'Rexford': '12148', 'San Jose ': '95126', 'New Preston Marble Dale': '06777', 'Bay Head': '08742', 'Toughkenamon': '19374', 'Flaxville': '59222', 'Flagler Beach': '32136', 'Avila Beach': '93424', 'Tanner': '35671', 'Belt': '59412', 'Johnsonburg': '15845', 'Hunts Point': '98004', 'North Ridgeville': '44039', 'Tysons': '22102', 'League City': '77573', 'Crestwood': '40014', 'Boothbay': '04537', 'Grand Ridge': '32442', 'Wahiawa': '96786', 'Carol Stream': '60188', 'Amangansett': '11930', 'Dacula': '30019', 'Kingsland': '31548', 'Waddell': '85355', 'Social Circle': '30025', 'Alhambra': '91803', 'Sawyer': '49125', 'Saint Maries': '83861', 'Royal Oak ': '48067', 'San Jacinto': '92582', 'Hermiston': '97838', 'Bolinas': '94924', 'Plattsburg': '64477', 'Palos Heights': '60463', 'Tellico Plains': '37385', 'La Quinta ': '92253', 'Delton': '49046', 'Beaumont ': '77705', 'Boxborough': '01719', 'Verdi': '89439', 'Dennis': '02638', 'Pinellas Park': '33782', 'Lake Placid': '33852', 'Blairstown': '07825', 'Maple': '54854', 'Roxborough': '80125', 'Castleton ': '05735', 'Lackawanna': '14218', 'Watchung': '07069', 'Belton ': '76513', 'Cape Canaveral': '32920', 'Harrison Twp': '48045', 'Slatersville': '02876', 'Hamilton City': '95951', 'Flint': '48503', 'Oakview': '64118', 'Ottawa': '61350', 'Cat Spring': '78933', 'Muskegon': '49441', 'Aplington': '50604', 'Stoddard': '54658', 'Ashley Falls': '01222', 'Mathias': '26812', 'Wiggins': '80654', 'Caledonia': '55921', 'Benton Harbor': '49022', 'Jacksonville Beach': '32250', 'Hummelstown': '17036', 'Laurel Run': '18706', 'Richmond ': '94804', 'Irondequoit': '14622', 'Hideaway': '75771', 'Baraga': '49908', 'Morgan Hill': '95037', 'Tolleson': '85353', 'Spokane Valley': '99216', 'Sebastian': '32958', 'Old Bridge': '08857', 'Arco': '83213', 'Princeville': '96722', 'Turin': '51040', 'La Habra Heights': '90631', 'Grand Canyon': '86023', 'Ridgway': '81432', 'South Hackensack': '07606', 'Ironton': '45638', 'Hideout': '84036', 'North Stonington ': '06359', 'Burleson': '76028', 'Fort Meade ': '57741', 'Rock Hall': '21661', 'Manitowoc': '54220', 'North Miami Beach': '33179', 'Norway': '52318', 'Glacier': '98244', 'Olmsted Falls': '44138', 'West Henrietta': '14586', 'Elk': '95432', 'South Lyon': '48178', 'Upper Montclair': '07043', 'West Islip': '11795', 'Opelika': '36804', 'Eureka ': '95503', 'Colleyville': '76034', 'Ocean Pines': '21811', 'Winnemucca': '89445', 'Atlantic City': '08401', 'Highlands Ranch ': '80126', 'Nanticoke': '18634', 'Richboro': '18954', 'Alta Loma': '91701', 'Bottineau': '58318', 'Cochecton': '12726', 'Bronson': '49028', 'Randolph Center': '05061', 'Joliet': '60435', 'Munroe Falls': '44262', 'Glassboro': '08028', 'Sagola': '49881', 'Montville': '04941', 'Lutherville-Timonium': '21093', 'Pepper Pike.': '44124', 'Vanderwagen': '87326', 'Tully': '13159', 'New Baltimore': '48047', 'Hurricane ': '25526', 'Buford': '30518', 'Lake Toxaway': '28747', 'Stone Lake': '54876', 'Rego Park ': '11374', 'Treynor': '51575', 'Wattsburg': '16442', 'New Martinsville': '26155', 'Poughquag': '12570', 'Calumet City': '60409', 'Ruidoso': '88345', 'Kelseyville': '95451', 'Byram Township': '07821', 'Dobbs Ferry': '10522', 'Maunaloa': '96770', 'Newfield ': '14867', 'Redwood Valley': '95470', 'Idyllwild': '92549', 'Bullhead City': '86429', 'Palouse': '99161', 'Duncanville': '75137', 'Tenafly': '07670', 'Parsippany': '07054', 'Clarendon': '79226', 'Lemoore': '93245', 'N. Hollywood': '91601', 'Providence ': '02907', 'Dadeville': '36853', 'Merrill': '54452', 'Portersville': '16051', 'Kitty Hawk': '27949', 'Hamel': '55340', 'Mount Ephraim': '08059', 'Watermill': '11976', 'New Prague': '56071', 'Mineral': '23117', 'Crystal Bay': '89402', 'Deming': '88030', 'Summerville ': '29483', 'Gardnerville': '89410', 'Cathedral City ': '92234', 'Granite Falls': '28630', 'Carencro': '70520', 'Denison': '75020', 'Lewisberry': '17339', 'Grayson ': '30017', 'Islesboro': '04848', 'Washington Township': '07676', 'Mountain City': '78610', 'Manasquan': '08736', 'Saint Albans': '25177', 'Lake Wales': '33898', 'Hydes': '21082', 'Reunion': '34747', 'River Oaks': '76114', 'Potter Valley': '95469', 'North Riverside': '60546', 'Cataldo': '83810', 'Joelton': '37080', 'Valleyford': '99036', 'Monaca': '15061', 'Malverne': '11565', 'Yountville': '94599', 'Beulah': '49617', 'Port Richey': '34668', 'East Calais ': '05650', 'Cullom': '60929', 'Foley': '36535', 'Lauderhill': '33351', 'Dryden': '48428', 'Gibraltar': '48173', 'Hagaman': '12086', 'Mt Holly': '08060', 'Penns Grove': '08069', 'Carteret': '07008', 'Island Park': '11558', 'Calverton': '11933', 'De Witt': '52742', 'Wynantskill': '12198', 'Knightdale': '27545', 'Napoleon': '43545', 'Seward': '99664', 'Maud': '74854', 'Rensselaer': '12144', 'Phillipsburg': '08865', 'Belle Glade': '33430', 'Yukon': '73099', 'Rockledge': '32955', 'Prospect Harbor': '04669', 'Pickerington': '43147', 'Sidney': '45365', 'Gallatin': '37066', 'Amesville': '45711', 'Whitehouse': '43571', 'King George': '22485', 'Pilot Point': '76258', 'Russellville': '72802', 'Hewitt': '76643', 'Risingsun': '43457', 'Callaway': '24067', 'Howard': '16841', 'Endwell': '13760', 'Arecibo': '00612', 'Russell': '41169', 'Brewerton': '13029', 'Depew': '14043', 'Pekin': '61554', 'Centerton': '72719', 'Fort Valley': '22652', 'Watsonville ': '95076', 'Raymond': '98577', 'North Chesterfield': '23235', 'Statesboro': '30461', 'Simmesport': '71369', 'Van Alstyne': '75495', 'Hamtramck': '48212', 'Valley City': '44280', 'Highland Lake': '12743', 'Cohoes': '12047', 'Coral Springs ': '33071', 'Mont Clare': '19453', 'Snowflake': '85937', 'Elk Grove Village': '60007', 'Sturgeon Lake': '55783', 'Hewlett': '11557', 'Seeley Lake': '59868', 'Elkridge': '21075', 'Wickliffe': '44092', 'Waianae': '96792', 'Scarsdale ': '10583', 'Fennimore': '53809', 'Cabo Rojo': '00623', 'Havre De Grace': '21078', 'Westtown ': '10998', 'Defiance': '43512', 'Galt': '95632', 'Jamesport': '11947', 'Valier': '59486', 'Jonestown': '78645', 'Clovis ': '93612', 'Rolling Hills Estates': '90274', 'Ivor': '23866', 'Worthville': '41098', 'Arkansas City': '67005', 'South Wellfleet': '02663', 'Waldwick': '07463', 'New Durham': '03855', 'Phelps': '14532', 'Amenia': '12501', 'Kenwood': '95452', 'Barrett': '56311', 'Hayesville': '28904', 'Lawrence ': '66047', 'California': '20619', 'Washington, D.C': '20015', 'Goodfield': '61742', 'Santaquin': '84655', 'Chugiak': '99567', 'Swanzey': '03446', 'Nanuet': '10954', 'Chesterton': '46304', 'Lake Lure': '28746', 'Point Pleasant Boro': '08742', 'Lugoff': '29078', 'Oyster Bay': '11771', 'Merion Station': '19066', 'West Long Branch': '07764', 'Cowley': '82420', 'Joshua Tree': '92252', 'Oconomowoc': '53066', 'Wofford Heights': '93285', 'Ashby': '01431', 'Roosevelt': '84066', 'Latrobe': '15650', 'Bound Brook': '08805', 'Bloomfield ': '07003', 'Palos Verdes Estates ': '90274', 'Monsey': '10952', 'Wisconsin Rapids': '54494', 'Freeville': '13068', 'Jordan': '55352', 'Myerstown': '17067', 'Southern Pines': '28387', 'New Brunswick': '08901', 'East Syracuse': '13057', 'Neskowin': '97149', 'North Oaks': '55127', 'Crystal Beach': '34681', 'Little Chute': '54140', 'Delano': '37325', 'Woburn': '01801', '7068': '07068', 'Goodlettsville': '37072', 'Maumee': '43537', 'Dolores': '81323', 'Middlesex': '08846', 'Barrow': '99723', 'Queen Anne': '21657', 'Battle Creek': '49015', 'Kenner': '70062', 'Northern Cambria': '15714', 'Roland': '72135', 'Belle': '65013', 'Washington Terrace': '84405', 'Kenyon': '55946', 'Greenport': '11944', 'Seffner': '33584', 'Red Oak': '75154', 'Edisto Island': '29438', 'East Haven': '06512', 'Old Lyme': '06371', 'Elmira': '97437', 'Wappingers Falls': '12590', 'Moorestown ': '08057', 'District Heights': '20747', 'Emigrant': '59027', 'Santa Barbara ': '93103', 'Tifton': '31794', 'Rogue River': '97537', 'Rowlett': '75088', 'Castroville': '95012', 'Brockton': '02302', 'Woodland Park': '80863', 'Rocklin ': '95677', 'Haydenville': '01039', 'Berea': '44017', 'North Jackson': '44451', 'Pipersville': '18947', 'Bingham Farms': '48025', 'Terrace Park': '45174', 'Roslindale ': '02131', 'Ivyland': '18974', 'Alma': '80420', 'Chebeague Island': '04017', 'Lochbuie': '80603', 'Coatesville': '19320', 'La Habra': '90631', 'Los Ranchos': '87107', 'Water Valley': '38965', 'Matawan': '07747', 'Brownsboro': '75756', 'Moss Point': '39563', 'Nassau': '12123', 'Horseheads': '14845', 'Pineville': '28134', 'Ridley Park': '19078', 'Forest Hills': '11375', 'Shelburne Falls': '01370', 'South Londonderry ': '05155', ' Rego Park': '11374', 'South Ozone Park': '11420', 'Shiprock': '87420', 'Thompson': '06277', 'Twentynine Palms ': '92277', 'Gladstone': '64116', 'Gadsden ': '35903', 'Bellingham ': '98225', 'Battlefield': '65619', 'Cobb': '95426', 'Groves': '77619', 'Lancaster ': '93536', 'Cheektowaga': '14225', 'Wassaic': '12592', 'Flora Vista': '87415', 'Tavernier': '33070', 'South Hampton': '03827', 'Two Rivers': '54241', 'North Tonawanda': '14120', 'Coulee Dam': '99116', 'Lake Orion': '48359', 'Dyess Afb': '79607', 'Tremont': '04612', 'Halethorpe': '21227', 'Owensville': '65066', 'Walnut Grove': '39189', 'Indiantown': '34956', 'West Liberty': '43357', 'Wayzata': '55391', 'Oak Forest': '60452', 'Garden City Park': '11040', 'Pendleton': '97801', 'Luquillo': '00773', 'Taylorsville': '84123', 'Waterford Township': '48329', 'W Sacramento': '95691', 'Arbutus': '21227', 'Paris': '44669', 'Cos Cob': '06807', 'Miamisburg': '45342', 'Landenberg': '19350', 'Wappingers Fl': '12590', 'Millis': '02054', 'Opelousas': '70570', 'Shippensburg': '17257', 'Vernon': '06066', 'Northeast Harbor': '04662', 'Ringgold': '30736', 'Coventry': '06238', 'Potosi': '63664', 'Maysville': '41056', 'Shallotte': '28470', 'Lindenwold': '08021', 'Olympia Fields': '60461', 'Hockessin': '19707', 'Palm Dessert': '92211', 'Fredericksbrg': '22405', 'Sheboygan Falls ': '53085', 'Olivet': '49076', 'Raytown': '64133', 'Strasburg': '22657', 'Ophir': '81426', 'Hummelstown ': '17036', 'Long Pond': '18334', 'Alamogordo': '88310', 'Paw Paw': '49079', 'Channahon': '60410', 'Asbury': '08802', 'Center Tuftonboro': '03816', 'Leland Grove': '62704', 'Vinalhaven': '04863', 'Tenakee Springs': '99841', 'Niagara Falls': '14305', 'North Fort Myers': '33903', 'Colts Neck': '07722', 'Mountain House': '95391', 'Dodge City': '67801', 'West Trenton': '08628', 'Orchard Park ': '14127', 'Anoka': '55303', 'Eagleville': '19403', 'Pewaukee': '53072', 'Alton': '03809', ' Burkburnett': '76354', 'Clarkesville': '30523', 'Nokesville': '20181', 'Boston ': '02122', 'Stewartville': '55976', 'Newton Centre': '02459', 'Kewaskum': '53040', 'Fairmont': '56031', 'Chehalis': '98532', 'Wilkes Barre': '18705', 'Hankins': '12741', 'Monte Alto': '78538', 'Boonton Twp': '07005', 'Saint Louis ': '63104', 'Byhalia': '38611', 'Fort Thomas': '41075', 'West Newbury': '01985', 'Fort Jones': '96032', 'Oakmont': '15139', 'Alna': '04535', 'Pahrump': '89061', 'Lomita': '90717', 'Thornhurst': '18424', 'Wappinger Falls': '12590', 'Wolcott': '06716', 'Golden Beach': '33160', 'Negaunee': '49866', 'Columbia Falls': '59912', 'Yachats': '97498', 'Charlestown': '21914', 'Dummerston': '05301', 'Volcano': '96785', 'Canon City': '81212', 'Genoa': '89411', 'Mahtomedi': '55115', 'Enfield ': '06082', 'Asheville ': '28803', 'North Cambridge': '02140', 'St Pete Beach': '33707', 'Aloha': '97078', 'Phenix City': '36867', 'Big Sky': '59716', 'Union Mills': '28167', 'Parkland': '33067', 'East Taunton': '02718', 'Kapaa': '96746', 'Miles City': '59301', 'Spring Lake Heights': '07762', 'Griffin': '30223', 'Berwyn': '60402', 'Paul Smiths': '12970', 'Marlton': '08053', 'Pittstown': '08867', 'Indiana': '15701', 'Uxbridge': '01569', 'East Berlin': '17316', 'Dow': '62022', 'Weatogue': '06089', 'Beresford ': '57004', 'Fritz Creek': '99603', 'Demarest': '07627', 'Summerton': '29148', 'Limerick': '04048', 'South St. Paul': '55075', 'Narrowsburg': '12764', 'Broomall': '19008', 'Belleair Beach': '33786', 'Lyndeborough': '03082', 'Marcellus': '13108', 'Shrub Oak': '10588', 'Wellford': '29385', 'Sugar Grove': '60554', 'Winhall': '05340', 'Saint Helena Island': '29920', 'Millheim': '16854', 'Elgin': '60124', 'East Patchogue': '11772', 'Brockport': '14420', 'Cliffwood ': '07721', 'Mantua': '44255', 'Sayreville': '08872', 'Whitman': '02382', 'Port Clinton': '43452', 'Barlow': '42024', 'Mapleton': '84664', 'Orefield': '18069', 'Harris': '55032', 'Sumter': '29154', 'Biltmore Forest': '28803', 'Eclectic': '36024', 'Vernon Hills': '60061', 'Deer Lodge': '59722', 'Lido Beach': '11561', 'Oak Bluffs': '02557', 'Gold Bar': '98251', 'Valhalla': '10595', 'Rancho Murieta': '95683', 'Mountain Top': '18707', 'Rumson': '07760', 'Belle Plaine': '56011', 'West Yarmouth': '02673', 'Lake In The Hills': '60156', 'Hartman': '72840', 'Hopkinsville': '42240', 'Hill': '03243', 'Rio Grande ': '00745', 'Sperryville': '22740', 'Stallings': '28104', 'Saint Peters': '63304', 'St. Michaels': '21663', 'Gaviota': '93117', 'Leonardtown': '20650', 'Ft. Lauderdale': '33309', 'Barto': '19504', 'Wyandanch': '11798', 'Leesport': '19533', 'Holtville': '92250', 'Boyce': '22620', 'Colma': '94014', 'Mastic': '11950', 'Buena Park': '90620', 'Underwood': '98651', 'Maumelle': '72113', 'Saugatuck': '49453', 'Dickson': '37055', 'Lime Springs': '52155', 'Great Falls ': '22066', 'Chino Hills': '91709', 'Cape Coral ': '33909', 'St Simons Island': '31522', 'New Gloucester': '04260', 'Cruz Bay': '00831', 'Sainte Genevieve': '63670', 'Ellsinore': '63937', 'North Brookfield': '01535', 'Middle Village': '11379', 'Palmetto': '30268', 'Rockaway Park ': '11694', 'Saint Michael': '55376', 'Colver': '15927', 'Frenchtown ': '59834', 'Trumansburg': '14886', 'Lorton': '22079', 'Serena': '60549', 'Hallandale Beach': '33009', 'Phialdelphia': '19146', 'Narragansett ': '02882', 'Bloxom': '23308', 'Debary': '32713', 'New Palestine': '46163', 'Gales Ferry': '06335', 'Macedon': '14502', 'Fultonville': '12072', 'Old Station': '96071', 'Rosslyn': '22209', 'Des Peres': '63131', 'Santa Paula': '93060', 'Blackshear': '31516', 'Biloxi': '39532', 'Danvers': '01923', 'Great Barrington': '01230', 'Piperton': '38017', 'Parachute': '81635', 'Catherine': '36728', 'Mount Shasta': '96067', 'East Calais': '05650', 'Topinabee': '49791', 'Woodward': '73801', 'Ely': '55731', 'Athol': '01331', 'Harwich': '02645', 'Cairo': '39828', 'West Middlesex': '16159', 'Camdenton': '65020', 'Wrightsville Beach': '28480', 'River Grove': '60171', 'Marble Falls': '72648', 'Sunny Isles': '33160', 'Flourtown': '19031', 'Robbinsdale': '55422', 'Leonardo': '07737', 'Gray': '37615', 'Marianna': '32448', 'Axtell': '76624', 'Haverhill': '01832', 'Key Largo': '33037', 'Toldeo': '43607', 'Doniphan': '68832', 'Bandera': '78003', 'Pooler': '31322', 'Whitesboro': '76273', 'Pen Argyl': '18072', 'Iron Mountain': '49801', 'Baltic': '06330', 'Mont Vernon': '03057', 'Narragansett': '02882', 'Rock Island': '61201', 'Houghton': '49931', 'Lyon Mt': '12952', 'Smithsburg': '21783', 'Kill Devil Hills': '27948', 'North Garden': '22959', 'Old Harbor': '99643', 'Autrain': '49806', 'Morganton': '30560', 'Blue Springs': '64015', 'Lyle': '98635', 'Lake St Louis': '63367', 'Bee Cave': '78738', 'Ardsley On Hudson': '10503', 'Penacook': '03303', 'Chgo': '60616', 'Culloden': '25510', 'Mission Hills': '66208', 'Lovettsville': '20180', 'Norridge': '60706', 'Miami Gardens': '33169', 'Panora': '50216', 'Proctor': '05765', 'Burkburnett': '76354', 'Prospect Heights': '60070', 'Mahomet': '61853', 'North Dinwiddie': '23805', 'Hackett': '72937', 'Hyrum': '84319', 'Mount Hood Parkdale': '97041', 'Hensonville': '12439', 'Lamont': '93241', 'Sparks Glencoe': '21152', 'Canyon': '94516', 'North Branch': '12766', 'Eaton': '45320', 'Bayville': '08721', 'South Kortright': '13842', 'Ashton': '20861', 'Shawano': '54166', 'Cross Plains': '53528', 'Hales Corners': '53130', 'Frenchtown': '08825', 'Aledo': '76008', 'Wernersville': '19565', 'Latham': '12110', 'Mount Dora': '32757', 'Loris': '29569', 'Orient Point': '11957', 'Ocean Grove': '07756', 'Holden Beach': '28462', 'Auburn ': '98092', 'Rowland Heights': '91748', 'Gouldsboro': '18424', 'Guntersville': '35976', 'Yellow Springs ': '45387', 'Piney Point': '20674', 'Tonasket': '98855', 'Muir Beach': '94965', 'New Caney': '77357', 'Prather': '93651', 'Ebony': '23845', 'Gladwyne ': '19035', 'Harrington Park': '07640', 'Chestertown ': '21620', 'Mohegan Lake': '10547', 'Gillette': '82718', 'Cortez': '81321', 'Melvin Village': '03850', 'Hancock': '03449', 'Corolla': '27927', 'Watsontown': '17777', 'Fogelsville': '18051', 'Fernley ': '89408', 'Pine Plains': '12567', 'Taylor ': '18504', 'Balsam Lake': '54810', 'Indian Trail': '28079', 'Spanish Springs': '89441', 'Shepherdsville': '40165', 'Eastham ': '02642', 'Susanville': '96130', 'Glen Gardner': '08826', 'Sykesville': '21784', 'Mt Tremper': '12457', 'Spring Glen': '12483', 'Thiensville': '53092', 'Brillion': '54110', 'Leitchfield': '42754', 'Portola': '96122', 'Kearney': '68845', 'Bellows Falls': '05101', 'Ellisville': '63011', 'Rowley': '01969', 'Grovetown': '30813', 'Fort Wayne ': '46808', 'South Plainfield': '07080', 'Sheboygan': '53083', 'Taylor Mill': '41015', 'Lake Mary ': '32746', 'Dawsonville': '30534', 'Belford': '07718', 'Sutherland': '51058', 'Costa Mesa ': '92626', 'West Dennis': '02670', 'Belleair, ': '33756', 'Kettering': '45429', 'Spencerport': '14559', 'Hanover Park': '60133', 'Rhinecliff': '12574', 'West Seneca': '14224', 'Shoemakersville': '19555', 'Moab': '84532', 'New Tazewell': '37825', 'Portal': '85632', 'Omena': '49674', 'White Plains ': '10605', 'Stacy': '55079', 'Forked River': '08731', 'Springfield Township': '07081', 'Benton City': '99320', 'Schuylerville': '12871', 'Arch Cape': '97102', 'Providence Forge': '23140', 'Upper Arlington': '43220', 'Fort Lupton': '80621', 'Liberty': '04949', 'Hunt Valley': '21031', 'Long Branch': '07740', 'Belvedere': '94920', 'Solitude': '84121', 'El Dorado': '95623', 'Bullard': '75757', 'Colville': '99114', 'Owens Cross Roads': '35763', 'Big Flats': '14814', 'Nevada': '64772', 'Mannington': '26582', 'Sycamore': '60178', 'Point Arena': '95468', 'Sherwood Forest': '91325', 'Lynn': '01902', 'Dillon Beach': '94929', 'Dorado': '00646', 'Arthur': '58006', 'South Kingstown': '02879', 'Bahama': '27503', 'Trappe': '19426', 'Henrietta': '76365', 'Temple Hills': '20748', 'Divide': '80814', 'Ivoryton': '06442', 'Pryor': '74361', 'Lake Frederick': '22630', 'Waldport': '97394', 'Pocahontas': '62275', 'Garrett Park': '20896', 'Burley': '83318', 'Olympic Valley': '96146', 'Jamul': '91935', 'Spencertown': '12165', 'Round Lake Beach': '60073', 'New Glarus': '53574', 'Lady Lake': '32159', 'North Highlands': '95660', 'San Martin': '95046', 'El Pasosocorro': '79927', 'Van Meter': '50261', 'Lutherville': '21093', 'Junction City': '97448', 'Severn ': '21144', 'Woodland Hills ': '91364', 'Attica': '47918', 'Geismar': '70734', 'Hackettstown': '07840', 'Kodiak': '99615', 'Monona': '53716', 'Box Elder': '57719', 'Emigrant Gap': '95715', 'The Woodlands ': '77382', 'Bridgehampton': '11932', 'Mattoon': '61938', 'Beatrice': '68310', 'East Rochester': '14445', 'Cypress ': '90630', 'Jamison': '18929', 'Tulalip': '98271', 'Panama City Beach': '32407', 'Mckinleyville': '95519', 'Rockbridge Baths': '24473', 'Point Pleasant': '18950', 'Elberta': '36530', 'Brooklyn Ny': '11222', 'Crandall': '75114', 'Bridgeton': '08302', 'Howey In The Hills': '34737', 'Osprey': '34229', 'Irondale': '35210', 'Stevenson Ranch': '91381', 'Peosta': '52068', 'Schuyler': '22969', 'Apache Junction': '85120', 'Altha': '32421', 'Philo': '95466', 'Grandville': '49418', 'Windber': '15963', 'Menlo': '30731', 'Port Washington ': '11050', 'Waxahachie': '75165', 'Hammondsport': '14840', 'Grass Lake': '49240', 'Fraser': '48026', 'Poplar Bluff': '63901', 'Golden Oak': '32836', 'Ridgefield Park': '07660', 'High Bridge': '08829', 'Shickshinny': '18655', 'Cold Spring Harbor': '11724', 'Highland Beach': '33487', 'Riverwoods': '60015', 'Tonawanda': '14150', 'Miami ': '33137', 'Scaly Mountain': '28775', 'Schnecksville': '18078', 'Bell Gardens': '90201', 'Downey': '90241', 'West Boxford': '01885', 'Nome': '99762', 'Neoga': '62447', 'Winterville': '30683', 'Henniker': '03242', 'Springfield Gardens ': '11413', 'Blackwood': '08012', 'Palm City': '34990', 'Springboro': '45066', 'St. George': '84790', 'East Palo Alto': '94303', 'Mannsville': '13661', 'Montebello': '90640', 'Pacific ': '98047', 'Mayer': '86333', 'Tega Cay': '29708', 'Trimble': '38259', 'Greene': '04236', 'North Miami': '33181', 'Oostburg': '53070', 'Loves Park': '61111', 'Orangevale': '95662', 'Belvedere Tiburon': '94920', 'Glen Arbor': '49636', 'Glendale ': '91202', 'Markleeville': '96120', 'Chickasaw': '36611', 'Chaska': '55318', 'Ballard': '93463', 'Martindale': '78655', 'Bradford': '16701', 'Louisa': '23093', 'Scio': '97374', 'Terrell Hills': '78209', 'Kirksville': '63501', 'Hanahan': '29410', 'Louisburg': '27549', 'Lake Hill': '12448', 'Woodville': '22749', 'Florham Park': '07932', 'Hunter': '12442', 'Miami Shores': '33138', 'Mission Viejo ': '92692', 'Point Richmond': '94801', 'Brimfield': '61517', 'Eldon': '65026', 'East Greenbush': '12061', 'White Rock,': '87547', 'Hilton': '14468', 'Wilton Manors': '33311', 'Golden ': '80401', 'Grayson': '30017', 'Redstone Historic District': '81623', 'Beecher': '60401', 'South Riding': '20152', 'Grand Portage': '55605', 'Cave Springs': '72718', 'Mohnton': '19540', 'Sn Luis Obisp': '93405', 'Baiting Hollow': '11933', 'Bloomington ': '47407', 'Wales': '48027', 'Sulphur Springs': '75482', 'Fort Myers Beach': '33931', 'Cedar': '49621', 'Sault Ste. Marie': '49783', 'Moyock': '27958', 'Mc Donald': '15057', 'Tomales': '94971', 'Santa Fe ': '87505', 'Lincolnshire': '60069', 'Agawam': '01001', 'Chippewa Lake': '44215', 'Yuba City': '95993', 'Topton': '19562', 'Wood Ridge': '07075', 'Grain Valley': '64029', 'Apple Valley ': '55124', 'Worton': '21678', 'Pƒåhoa': '96778', 'Kinsale': '22488', 'Rancho Mirage ': '92270', 'N Tarrytown': '10591', 'Enon': '45323', 'Long Grove': '60047', 'Kermit': '79745', 'Kodak': '37764', 'Vernon Hill': '24597', 'Drums': '18222', 'Winona Lake': '46590', 'Celebration': '34747', 'Luray': '22835', 'Pahoa': '96778', 'Cameron': '28326', 'Elk City': '73644', 'Moulton': '35650', 'Daly City ': '94015', 'Hollis Center': '04042', 'Coalville ': '84017', 'Clarklake': '49234', 'Las Cruces ': '88011', 'Wauconda': '60084', 'Eddyville': '42038', 'Borger': '79007', 'Harmony': '93435', 'Los Angeles,': '90036', 'West Winfield': '13491', 'Hulls Cove': '04644', 'Hope': '02831', 'Clawson': '48017', 'Montvale': '07645', 'Kearneysville': '25430', 'Peabody': '01960', 'Lagunitaas': '94938', 'Rensselaerville': '12147', 'Thonotosassa': '33592', 'West Saint Paul': '55118', 'Theresa': '53091', 'Essex Fells': '07021', 'Center Ossipee': '03814', 'Ponchatoula': '70454', 'Orange City': '32763', 'Castleton On Hudson': '12033', 'Middletown Springs': '05757', 'Saint Clair Shores': '48081', 'Stoney Beach': '21226', 'St Augustine': '32084', 'Fostoria': '44830', 'Sutter Creek': '95685', 'Brunswickbrunswick': '04011', 'East Berne': '12059', 'Berrien Center': '49102', 'Greeneville': '37743', 'Mount Prospect': '60056', 'Lostine': '97857', 'Cedar Lake': '46303', 'Lake View Ter': '91342', 'Montreat': '28757', 'Maple Park': '60151', 'New Town': '58763', 'Indian Island': '04468', 'Wells': '04090', 'Caguas': '00726', 'Dodgeville': '53533', 'Jeromesville': '44840', 'Colrain': '01340', 'Saddle River': '07458', 'Burgaw': '28425', 'Rinc√≥N': '00677', 'Huntertown': '46748', 'Canfield': '44406', 'Adams': '13605', 'East Olympia': '98540', 'Bismarck ': '58504', 'East Dorset': '05253', 'Statesville': '28677', 'Stevenson': '21153', 'Nashua, Nh': '03063', 'Chickasha': '73018', 'Suttons Bay': '49682', 'Mount Airy': '21771', 'Timonium': '21093', 'Gallatin Gateway': '59730', 'Elizabethton': '37643', 'Point Reyes Station': '94956', 'Morrison': '80465', 'Prague': '74864', 'Cayey': '00736', 'St Charles': '60174', 'Hansen': '83334', 'Sarasota ': '34232', 'Kersey': '80644', 'Kings Mountain': '28086', 'Pulaski': '24301', 'Crowley': '76036', 'Jamaica Estates': '11432', 'Quitman': '71268', 'Crescent Springs': '41017', 'Cut Off': '70345', 'Bradley Beach': '07720', 'Sun Lakes': '85248', 'Philipsburg': '16866', 'Chepachet ': '02814', 'Bertram': '78605', 'Presque Isle': '49777', 'Benson': '27504', 'Upper Black Eddy': '18972', 'Rolla': '65401', 'Chatham ': '07928', 'Birchrunville': '19421', 'Chadron': '69337', 'Brecksville': '44141', 'Devon ': '19333', 'Cleves': '45002', 'Toledo ': '43623', 'Scottown': '45678', 'Colgate': '53017', 'Trout Run': '17771', 'Hueytown': '35023', 'Waverly Township': '18411', 'Silverthorne': '80498', 'Buena Vista': '81211', 'San Leon': '77539', 'Ashburn ': '20147', 'Lagrangeville': '12540', 'Round Lake Heights': '60073', 'Thermopolis': '82443', 'Bay Harbor Islands': '33154', 'Apison': '37302', 'Stone Harbor': '08247', 'Gambrills': '21054', 'Kenai': '99611', 'Bend ': '97703', 'Coburg': '97408', 'Whitehall': '18052', 'Woodlawn': '37191', 'Dowling': '49050', 'South Kent': '06785', 'Long Valley': '07853', 'Superior ': '80027', 'Sultan': '98294', 'Malakoff': '75148', 'Jenison': '49428', 'Mastic Beach': '11951', 'Walton': '41094', 'Blythe': '92225', 'Mt Pleasant': '48858', 'Agoura': '91301', 'Mount Baldy': '91759', 'Coto De Caza': '92679', 'Converse': '78109', 'Beloit': '53511', 'Manville': '02838', 'Ransom Township': '18411', 'Hollins': '24019', 'West Cornwall': '06796', 'Indian Valley': '24105', 'Wabash': '46992', 'Somis': '93066', 'Roseland ': '32957', 'Crete': '60417', 'Fish Creek': '54212', 'Cedaredge': '81413', 'Hermitage ': '37076', 'Newmanstown': '17073', 'Winter Haven ': '33884', 'Willowbrook ': '60527', 'Algoma': '54201', 'New Lisbon': '08064', 'Swartz Creek': '48473', 'Dawson': '56232', 'Forest Knolls': '94933', 'Columbia Station': '44028', 'Green Brook': '08812', 'Haslett': '48840', 'Kirtland': '44094', 'Santa F√®': '87508', 'Millerton': '12546', 'Munford': '38058', 'Columbia Heights': '55421', 'Angwin': '94508', 'Fort Worth ': '76108', 'Monroe Township ': '08831', 'Waldoboro': '04572', 'San Saba': '76877', 'Adairsville': '30103', 'Elizabeth': '07208', 'Friendship': '20758', 'Hermantown': '55810', 'San Juan ': '00912', 'Hudson ': '12534', 'Trophy Club': '76262', 'Ruidoso Downs': '88346', 'Wadsworth': '44281', 'North Lakewood': '98259', 'Belleville ': '62223', 'Vermilion': '44089', 'Anna': '75409', 'Mingo Junction': '43938', 'Homeland': '92548', 'Casselberry': '32707', 'Greenbrier': '72058', 'College Point': '11356', 'Gassville': '72635', 'Yoakum': '77995', 'Cedar Knolls': '07927', 'Seville': '44273', 'Truth Or Consequences': '87901', 'Kernersville': '27284', 'Rex': '30273', 'Reform': '35481', 'Ohio': '43240', 'Coldspring': '77331', 'Olmsted Twp': '44138', 'West Chazy': '12992', 'Chittenango': '13037', 'Warner': '03278', 'Broadway': '22815', 'Zeeland': '49464', 'Indianpolis': '46226', 'La Grange Park': '60526', 'Grover': '63040', 'Howell ': '07731', 'Kahului': '96732', 'Harrodsburg': '40330', 'China Grove': '28023', 'Lake View': '14085', 'Winooski': '05404', 'Floresville': '78114', 'Loudonville ': '12211', 'Webster City': '50595', 'Elizaville': '12523', 'La Crescenta ': '91214', 'Brookston': '47923', 'Price': '84501', 'Beckwourth': '96129', 'Muncy': '17756', 'Shady': '12409', 'Pennellville': '13132', 'Ashville': '14710', 'Moyie Springs': '83845', 'Mountain Home': '83647', 'Valley Springs': '95252', 'Argyle': '76226', 'Davison': '48423', 'Fox River Grove': '60021', 'North Manchester': '46962', 'Dalhart': '79022', 'Tamuning': '96931', 'Parksville': '40464', 'Fruit Heights': '84037', 'Mercersburg': '17236', 'Grosse Ile': '48138', 'Tres Piedras': '87577', 'Lewiston ': '83501', 'Spartanburg': '29307', 'Church Creek': '21622', 'Millstadt': '62260', 'Compton': '90220', 'Manson': '98831', 'Jefferson Hills': '15025', 'Farmingville': '11738', 'Enumclaw': '98022', 'Buckley': '98321', 'Hopatcong': '07843', 'Ravenel': '29470', 'Pls Vrds Est': '90274', 'North Yarmouth': '04097', 'White House': '37188', 'Tucson ': '85715', 'Highland Heights': '41076', 'Schererville': '46375', 'Deltaville': '23043', 'Riverdale': '84405', 'Eastborough': '67208', 'Bolinas ': '94924', 'Bridgewater Township': '08807', 'Lanai City': '96763', 'Petersburg': '12138', 'Follansbee': '26037', 'Chattanooga ': '37403', 'Moravia': '13118', 'Fairhope ': '36532', 'Madison Heights': '48071', 'Edge Water': '32141', 'Holmes Beach': '34217', 'Bergenfield': '07621', 'Weiser': '83672', 'Noble': '73068', 'Saint Clair': '48079', 'Boylston': '01505', 'Tracy City': '37387', 'Mattapoisett': '02739', 'St. Charles ': '60174', 'Phippsburg': '04562', 'Johnson': '05656', 'Altamont': '12009', 'Stacyville': '04777', 'Smithton ': '62285', 'Green Mountain': '28740', 'Old Saybrook': '06475', 'Fpo ': '09729', 'Rogersville': '37857', 'Walker': '49544', 'Peculiar': '64078', 'Belleair': '33756', 'Randolph ': '07869', 'Walla Walla': '99362', 'Micanopy': '32667', 'Prairie City': '50228', 'Bethpage': '11714', 'Saegertown': '16433', 'Amboy': '98601', 'Penland': '28765', 'Tonawanda ': '14217', 'Liberty Twp': '45011', 'Breese': '62230', 'Laurens': '13796', 'Crescent': '73028', 'Allenhurst': '07711', 'Glyndon': '21071', 'Dalton': '01226', 'Elkhart Lake': '53020', 'Seal Cove': '04674', 'Detroit Lakes': '56501', 'West Halifax': '05358', 'Pine Mountain': '31822', 'Boxford': '01921', 'Richland Hills': '76118', 'Dandridge': '37725', 'Hawthorn Woods': '60047', 'Ansonia': '06401', 'Fort Montgomery': '10922', 'Jones': '73049', 'Kings Beach': '96143', 'Inwood': '11096', 'Honeydew': '95545', 'Boulder ': '80301', 'Buckingham': '23921', 'Fergus Falls': '56537', 'Carroll': '03598', 'Mcfarland': '53558', 'Palisades Park': '07650', 'San Andreas': '95249', 'Crosby': '77532', 'Parlin': '08859', 'Belen': '87002', 'Buckhannon': '26201', 'Piqua': '45356', 'West Allis': '53214', 'Clearwater Beach': '33767', 'Archbold': '43502', 'National City': '91950', 'Fairview ': '28730', 'Hoquiam': '98550', 'Lisbon': '58054', 'Niceville ': '32578', 'Berryton': '66409', 'Bristolville': '44402', 'Pioneertown': '92268', 'Windgap': '18091', 'Knoxville ': '37922', ' North Reading': '01864', 'Franktown': '80116', 'Campton Hills': '60175', 'Thompson Falls': '59873', 'North Ogden': '84414', 'Columbiana': '35051', 'Millers Falls': '01349', 'Big Bend': '53103', 'Wink': '79789', 'Dumont': '07628', 'Jersey City ': '07302', 'Melbourne Beach': '32951', 'Ocean Ridge ': '33435', 'Kimball': '57355', 'De Soto': '63020', 'Calimesa': '92320', 'Whitestown': '46075', 'Mancos': '81328', 'North Truro': '02652', 'Cedarpines Park': '92322', 'Libby': '59923', 'Bartlesville': '74006', 'Greenlawn': '11740', 'Manila': '72442', 'Remsen': '13438', 'Prairie Du Chien': '53821', 'Unalakleet': '99684', 'Moultrie': '31768', 'Twin Peaks': '92391', 'Sag Harbor ': '11963', 'Ridgely': '21660', 'South Thomaston': '04858', 'Redding ': '96002', 'Palo Alto ': '94306', 'Coloma': '49038', 'Sumner': '98390', 'Briarwood': '11435', 'Meggett': '29449', 'Hays': '67601', 'Paragould': '72450', 'Orcas': '98280', 'Malone': '12953', 'Northumberland': '17857', 'Round Pond': '04564', 'Grover Beach': '93483', 'Van Etten': '14889', 'Juno Beach ': '33408', 'Palo Cedro': '96073', 'Breaux Bridge': '70517', 'Kuna': '83634', 'Fischer': '78623', 'Ellendale': '19941', 'Arkadelphia': '71923', 'Twinsburg ': '44087', 'West Hurley': '12491', 'Iola': '66749', 'Mount Holly': '28120', 'Middle River': '21220', 'Glen Arm': '21057', 'Inverness ': '94937', 'Batesburg': '29006', 'Vanderbilt': '49795', 'North Bangor': '12966', 'Young America': '55397', 'Meadow Valley': '95956', 'Tubac': '85646', 'Pittsburg': '94565', 'Byron Center': '49315', 'Shavano Park': '78249', 'Cheshire ': '06410', 'Elfrida': '85610', 'Lakefield': '56150', 'Port Arthur': '77642', 'Dingmans Ferry': '18328', 'Abington': '02351', 'Center Moriches': '11934', 'Gulf Shores': '36542', ' Belmont': '94002', 'Little Egg Harbor Twp': '08087', 'Morrill': '04952', 'Hiram': '44234', 'Corryton': '37721', 'Bourbonnais': '60914', 'Brooklyn,': '11211', 'Montgomery ': '36106', 'Edgecomb': '04556', 'Usa': '94303', 'Bolingbrook': '60440', 'Rio Rico': '85648', 'White Marsh': '21162', 'Keota': '52248', 'Carbondale ': '81623', 'Stratton Mountain': '05155', 'New Carrollton': '20784', 'Thomaston': '04861', 'East Hampton ': '11937', 'Daingerfield': '75638', 'Scenery Hill': '15360', 'St Thomas': '00802', 'Creswell': '97426', 'Lu Verne': '50560', 'Maineville': '45039', 'Sylmar': '91342', 'Coconut Grove': '33133', 'Bushkill': '18324', 'Allison Park': '15101', 'Morganville': '07751', 'St Pete': '33711', 'West Plains': '65775', 'Killeen': '76549', 'Empire': '49630', 'Wisconsin Dells': '53965', 'Mossyrock': '98564', 'Choctaw': '73020', 'Chichester': '12416', 'Lake Elsinore': '92530', 'Merritt Is': '32952', 'Surf City': '08008', 'Bellefontaine': '43311', 'Hayes': '23072', 'Lake Dallas': '75065', 'Morro Bay': '93442', 'Depauw': '47115', 'Boca Raton ': '33496', 'South Glastonbury': '06073', 'Kaplan': '70548', 'Dozier': '36028', 'Canton ': '30114', 'Blue Earth ': '56013', 'Kapolei ': '96707', 'Desoto': '75115', 'San Carlos ': '94070', 'Fitzgerald': '31750', 'Meadowbrook': '19046', 'Catskill': '12414', 'Gregory': '48137', 'Mentor On The Lake': '44060', 'Northbridge': '01534', 'Whittier ': '90601', 'Amelia Island': '32034', 'Ponce': '00716', 'South Pekin': '61564', 'South Vienna': '45369', 'Fort Dodge': '50501', 'Lynn Haven': '32444', 'Corea': '04624', 'Laupahoehoe': '96764', 'Metamora': '61548', 'Galion': '44833', 'Lake Angelus': '48326', 'Bodega Bay': '94923', 'Karnack': '75661', 'Middleburgh': '12122', 'Clatskanie': '97016', 'Glen Echo': '20812', 'Ocean Beach': '11770', 'Ennis': '75119', 'Reedsburg': '53959', 'Buhl': '83316', 'Alsea': '97324', 'Hanalei': '96714', 'Avon By The Sea': '07717', 'Momence': '60954', 'Smithwick': '57782', 'Abbeville': '29620', 'Grant': '70644', 'East Meredith': '13757', 'Wiscasset': '04578', 'Clementon': '08021', 'Linwood ': '08221', 'Midwest City': '73110', 'Sun Valley ': '91352', 'Chesterfield Township': '08515', 'Lakeview': '43331', 'West Boylston': '01583', 'Derby': '06418', 'Koliganek': '99576', 'Carrabelle': '32322', 'Wellsboro': '16901', 'Christiansbrg': '24073', 'Leyden': '01337', 'Celina': '45822', 'Leonia': '07605', 'Greenwood Lake': '10925', 'Shoreline ': '98133', 'Sunset Beach': '90742', 'Confluence': '15424', 'Terrebonne': '97760', 'Davis ': '95618', 'Red Wing': '55066', 'Bellerose': '11426', 'Deptford': '08096', 'Chevy Chase ': '20815', "Sullivan'S Island": '29482', 'Pleasant View': '37146', 'Marmora': '08223', 'New York': '10128', 'Skull Valley': '86338', 'Gwynn Oak': '21207', 'Ancram': '12502', 'Berwick': '03901', 'Union Pier': '49129', 'Toano': '23168', 'Carlock': '61725', 'Grayland': '98547', 'Maple Falls': '98266', 'Anacoco': '71403', 'Hot Springs Village': '71909', 'Grand Prairie ': '75050', 'Amityville': '11701', 'Manassas ': '20110', 'Deltona': '32725', 'La Ca√±Ada': '91011', 'Douglaston': '11363', 'Branchburg ': '08876', 'Barrington Hills': '60010', 'Lewiston': '83501', 'Fallsburg': '12733', 'High Rolls': '88325', 'New Waterford': '44445', 'Cosby': '37722', 'Heyworth': '61745', 'Sandy Hook': '06482', 'Chambersburg ': '17201', 'Dent': '56528', 'Eldridge': '52748', 'Star': '83669', 'Rigby': '83442', 'St. Francis': '53235', 'Seabeck': '98380', 'Lotus': '95651', 'Stites': '83552', 'Potlatch': '83855', 'Shamong': '08088', 'Ft Lauderdale': '33306', 'Broomfield ': '80021', 'Etna Green': '46524', 'East Orange': '07017', 'Camby': '46113', 'Glenville': '17329', 'Taylor Lake Village': '77586', 'Ashland City': '37015', 'Daleville': '24083', 'Ester': '99725', 'Fontanelle': '50846', 'Rock Springs': '82901', 'Remsenburg-Speonk': '11960', 'Berne': '46711', 'Haines': '99827', 'East Berkshire': '05447', 'Dowagiac': '49047', 'New Orleans ': '70117', 'Cape Vincent': '13618', 'Amery': '54001', 'Loyall Ky': '40854', 'Hondo': '78861', 'Essex Jct': '05452', 'Bloomsburg': '17815', 'Wormleysburg': '17043', 'Macedonia': '44056', 'Memphis ': '38119', 'Setauket- East Setauket': '11733', 'Rydal': '19046', 'Harwinton': '06791', 'Plain Dealing': '71064', 'Pine Knoll Shores': '28512', 'Saint David': '85630', 'Black Earth': '53515', 'Chesterfield ': '63017', 'La Pine': '97739', 'Silver Lake': '66539', 'Forsyth': '62535', 'Canandaigua': '14424', 'Millville': '96062', 'Boonsboro': '21713', 'West Orange ': '07052', 'Manahawkin': '08050', 'Rockmart': '30153', 'Old Hickory,': '37138', 'Tooele': '84074', 'Humacao ': '00791', 'Wilmore': '40390', 'Montross': '22520', 'Mattydale': '13211', 'Lisle': '60532', 'Ridgewood ': '11385', 'Olivette': '63132', 'Long Beach Township': '08008', 'Coeymans Hollow': '12046', 'Miller Place': '11764', 'Woodbridge,': '22193', 'Holmen': '54636', 'Occidental': '95465', 'Cheboygan': '49721', 'Charlemont': '01339', 'Bridgman ': '49106', 'Lisbon Falls': '04252', 'Bayport': '11705', 'Midfield': '35228', 'Queenstown': '21658', 'Hampshire': '60140', 'Scott Afb': '62225', 'Acradia': '91007', 'Dinwiddie': '23841', 'Ringoes': '08551', 'View Park': '90043', 'Hinckley': '55037', 'Bushnell': '61422', 'Walhalla': '29691', 'Stormville ': '12582', 'Shawnee Hills': '43065', 'Longs': '29568', 'Lithia Springs': '30122', 'Wauchula': '33873', 'Cheney ': '99004', 'Scappoose': '97056', 'Fort Branch': '47648', 'Saint Anthony': '83445', 'Glen Carbon': '62034', 'Cave Junction': '97523', 'New Freedom': '17349', 'Belcamp': '21017', 'Hobbs': '88242', 'Center Valley ': '18034', 'Oakfield': '53065', 'Hazelwood': '63042', 'Bethany Beach': '19930', 'International Falls': '56649', 'Dundalk': '21222', 'Pleasant Prairie': '53158', 'Anaheim ': '92807', 'Onley': '23418', 'Milbridge': '04658', 'Pascagoula': '39567', 'Juniata': '68955', 'Central': '29630', 'North Muskegon': '49445', 'Milledgeville': '31061', 'Aguanga': '92536', 'Hyannis Port': '02647', 'Albertson': '11507', 'Jb Mdl': '08640', 'Paola': '66071', 'Fortson': '31808', 'Summersville': '26651', 'Carmel Hamlet': '10512', 'Lovilia': '50150', 'Los √Ångeles ': '90036', 'Mountain Brook': '35223', 'Kutztown': '19530', 'Factoryville': '18419', 'Stevens': '17578', 'Cedar Crest': '87008', 'Webb City': '64870', 'Depoe Bay': '97341', 'Garden Ridge': '78266', 'Rosharon': '77583', 'Geary': '73040', 'St Petersburg ': '33713', 'Henryville': '18332', 'Caseyville': '62232', 'Flushing ': '11367', 'Palisade': '81526', 'Sweet Home': '97386', 'Penobscot': '04476', 'Chatsworth ': '91311', 'Whiting': '46394', 'Suamico': '54173', 'Mooreland': '73852', 'Abington ': '19001', 'Rainbow City': '35906', 'Falmouth ': '02540', 'Platte City': '64079', 'Midland Park': '07432', 'Chisholm': '55719', 'Dumfries': '22025', 'Concord Township': '44077', 'Charlotte Court House': '23923', 'San Cristobal': '87564', 'Bay Center': '98527', 'Elk Grove Vlg': '60007', 'Eastpoint': '32328', 'De Tour Village': '49725', 'Colleyville ': '76034', 'Georges Mills': '03751', 'Fairport Harbor': '44077', 'Rockwood': '48173', 'Council': '83612', 'Evans City': '16033', 'Spirit Lake': '51360', 'Severance': '80550', 'Onekama': '49675', 'Fort Carson': '80902', 'Ocean Isle Beach': '28469', 'Peaks Island ': '04108', 'Sloughhouse': '95683', 'Monroeville': '15146', 'Hiawatha': '52233', 'Clifton Forge': '24422', 'Crawfordsville': '52621', 'Carterville': '62918', 'Intervale': '03845', 'Bay St. Louis': '39520', 'Gurabo': '00778', 'Bovina Center': '13740', 'Vilas': '28692', 'Thiells': '10984', 'Strongsville': '44149', 'North Smithfield': '02896', 'Mogadore': '44260', 'Bexley': '43209', 'Pago Pago': '96799', 'Hurst': '76054', 'Herman': '68029', 'New Richmond': '54017', 'Duette': '34219', 'Corinna': '04928', 'Ithica': '14850', 'Union Beach': '07735', 'Blanco': '78606', 'La Luz': '88337', 'Vidor': '77662', 'Van Buren Twp': '48111', 'Nederland ': '77627', 'Bolton Landing': '12814', 'Warwick Ny': '10990', 'Beaver Falls ': '15010', 'Inman': '29349', 'Champlin': '55316', 'Allen, Tx': '75002', 'Manhasset Hills': '11040', 'Landgrove': '05148', 'Oak Run': '96069', 'Hotchkiss': '81419', 'Hubert': '28539', 'Iron Station': '28080', 'Sparrow Bush': '12780', 'Washington Island': '54246', 'Sutherlin': '97479', 'Willowbrook': '60527', 'Evensville': '37332', 'Honeybrook': '19344', 'Ventnor City': '08406', 'Idyllwild-Pine Cove': '92549', 'Gill': '01354', 'Old Greenwich ': '06870', 'Cayucos': '93430', 'Wrightsville': '17368', 'Cross Roads': '76227', 'Lake Katrine': '12449', 'Lucerne': '95458', 'Callahan': '32011', 'Rhododendron': '97049', 'Post Falls': '83854', 'Enid': '73703', 'Saxtons Rivet ': '05154', 'Eastvale ': '92880', 'Oconto Falls': '54154', 'Keymar': '21757', 'Bel Aire': '67220', 'Dillard': '30537', 'Lake Park': '31636', 'Molalla': '97038', 'Plainwell': '49080', 'Appling': '30802', 'Waconia': '55387', 'Central Islip': '11722', 'New Iberia ': '70563', 'Caro': '48723', 'Winston': '30187', 'Westland': '48186', 'Casey': '62420', 'Diablo': '94528', 'Charlevoix': '49720', 'Farragut': '37934', '3201 Kenwood Street': '84106', 'Humboldt': '38343', 'Bella Vista': '72714', 'Gold Hill': '97525', 'Pittsville': '21850', 'Big Fork': '59911', 'Doswell': '23047', 'Mobile`': '36608', 'Calhoun': '30701', 'Olga': '98279', 'Monkey Island': '74331', 'New Carlisle ': '46552', 'Spring Mills': '16875', 'Janesville': '50647', 'Stewartsville': '08886', 'Cocoa': '32926', 'Atalissa': '52720', 'Erhard': '56534', 'Sharps Chapel': '37866', 'River Heights': '84321', 'Goldens Bridge': '10526', 'Hillside': '07205', 'Howard Lake': '55349', 'La Vernia': '78121', 'Revere': '02151', 'Lake Odessa': '48849', 'Michiana Shores': '46360', 'Little Valley': '14755', 'Cerrillos': '87010', 'Logansport': '46947', 'Carversville': '18913', 'Comer': '30629', 'Rosemead': '91770', 'Clifford': '48727', 'Berrien Springs': '49103', 'Lost City': '26810', 'Dalton Gardens': '83815', 'Elkins': '26241', 'Vienna ': '26105', 'Beaverton ': '97006', 'Mount Vision': '13810', 'Port Murray': '07865', 'Virginia': '55792', 'Waynesburg': '15370', 'Port Carbon': '17965', 'Elverson': '19520', 'Lompoc': '93436', 'Swannanoa': '28778', 'Cameron Park': '95682', 'Sedgwick': '04676', 'Luther': '73054', 'Tarkio': '64491', 'Cutler Bay': '33190', 'Scandia': '55073', 'Clairton': '15025', 'Austin ': '78738', 'Sister Bay': '54234', 'Waterville Valley': '03215', 'Minnetrista': '55331', 'Foxfield': '80016', 'Marksville': '71351', 'Central City ': '42330', 'Redford': '48239', 'Red Lion': '17356', 'Grenora': '58845', 'Onalaska': '54650', 'West View': '15229', 'Royse City': '75189', 'St. Simons': '31522', 'Arundel': '04046', 'Shell Knob': '65747', 'Nordland': '98358', 'Richmond, ': '94804', 'Blanchester': '45107', 'Bellaire ': '77401', 'Southbury ': '06488', 'Yucaipa': '92399', 'Wrightwood': '92397', 'Crosswicks': '08515', 'Bellmawr': '08031', 'Griffith': '46319', 'Banning': '92220', 'Walpole': '02081', 'White': '57276', 'Minoa': '13116', 'Silsbee': '77656', 'Miromar Lakes': '33913', 'Shaker Hts': '44122', 'Murfreesboro ': '37130', 'Douglassville': '19518', 'Palm Coast,': '32137', 'Mpls': '55407', 'Riverside ': '92507', 'South Weymouth': '02190', 'New Jersey': '07450', 'North Chicago': '60064', 'Harrisville ': '13648', 'North Plains': '97133', 'Kirbyville': '75956', 'Baldwin Park': '91706', 'Cinebar': '98533', 'Big Bear Lake': '92315', 'Bonita': '91902', 'Oelwein': '50662', 'Romance': '72136', 'Swedesboro': '08085', 'Mattituck': '11952', 'New Philadelphia': '44663', 'Lodi Ca': '95240', 'Glorieta': '87535', 'Washingtion': '20002', 'Big Bear City': '92314', 'Hasbrouck Heights': '07604', 'Foothill Ranch ': '92610', 'Browns Summit': '27214', 'Kittery Point': '03905', 'Fort Rucker': '36362', 'Godley': '76044', 'Eynon': '18403', 'Iron River': '49935', 'Oakland Park': '33309', 'Purlear': '28665', 'West Milton': '45383', 'Sweet': '83670', 'Ogunquit': '03907', 'White Hall': '21161', 'Viera': '32940', 'Renovo': '17764', 'Emmitsburg': '21727', 'Gulf Stream': '33483', 'Saratoga Spgs': '12866', 'Winchendon': '01475', 'Lytle': '78052', 'West Grove': '19390', 'Stinson Beach': '94970', 'Old Orchard Beach': '04064', 'Dodge Center': '55927', 'Walden': '12586', 'Ironwood': '49938', 'Fairbanks ': '99710', 'Raeford': '28376', 'Jarrell': '76537', 'Johnston City': '62951', 'Monhegan': '04852', 'Ajo': '85321', 'Searcy': '72143', 'Utopia': '78884', 'Solvang': '93463', 'Sattley': '96124', 'Marshfield Hills': '02051', 'Union Bridge': '21791', 'Keyser': '26726', 'Arcanum': '45304', 'Barnstable': '02630', 'Topock': '86436', 'Downingtown ': '19335', 'Astoria, Queens': '11106', 'Check': '24072', 'Romney': '26757', 'Lester Prairie': '55354', 'Frostburg': '21532', 'Nether Providence Township': '19086', 'Satellite Beach': '32937', 'Sayre': '18840', 'Shandaken': '12480', 'Donnellson': '62019', 'Sandersville': '31082', 'Silverado': '92676', 'Quogue': '11959', 'Congers ': '10920', 'Alto Pass': '62905', 'Chickamauga': '30707', 'Brier': '98036', 'Veradale': '99037', 'Essex ': '01929', 'Pocono Pines': '18350', 'Millersville': '17551', 'Whitewright': '75491', 'Belhaven': '27810', 'Las Vegas ': '89113', 'Borrego Springs': '92004', 'Highland Mls': '10930', 'Sf': '94110', 'Cardiff': '92007', 'Kellogg': '83837', 'Lockeford': '95237', 'Fort Mitchell': '41017', 'Greentown': '46936', 'Rockdale': '60436', 'Dighton': '02715', 'Norco': '92860', 'Schroon Lake': '12870', 'Leawood ': '66209', 'Greencastle': '17225', 'Michigan City': '46360', 'Setauket ': '11733', 'River Edge ': '07661', 'Rouzerville': '17250', 'Fox Point': '53217', 'Alamo Heights': '78209', 'White Haven': '18661', 'Eatontown': '07724', 'Telford': '18969', 'Mission': '66202', 'Holualoa': '96725', 'Storrs ': '06268', 'East Chatham': '12060', 'Seal Beach, ': '90740', 'Clinton Corners': '12514', 'Warren Center': '18851', 'Shaver Lake': '93664', 'Virginia Beach ': '23454', 'North Babylon': '11703', 'Rockport ': '01966', 'Bogota': '07603', 'North Billerica': '01862', 'Equinunk': '18417', 'Alamogordo ': '88310', 'Trafford': '15085', 'Presto': '15142', 'Nellysford': '22958', 'Fairview Heights': '62208', 'Archer Lodge': '27527', 'Burbank ': '91501', 'Hartsville': '37074', 'Chuluota': '32766', 'N Scituate': '02857', 'Earleville': '21919', 'Carmel-By-The-Sea': '93923', 'West Jordan ': '84081', 'Leaf River': '61047', 'Grinnell': '50112', 'Ashdown': '71822', 'Willow Spring': '27592', 'High View': '26808', 'Flowery Branch': '30542', 'Port Byron': '61275', 'Husum': '98623', 'Erial': '08081', 'East Providence': '02914', 'Kennett Sq': '19348', 'Trempealeau': '54661', 'Owego ': '13827', 'Petersham': '01366', 'College Station ': '77840', 'Ogdensburg': '13669', 'Camillus': '13031', 'Westboro': '54490', 'Rockdale ': '76567', 'Lexingston': '40502', 'Perris': '92570', 'Cazenovia': '13035', 'Paia': '96779', 'Weatherford ': '73096', 'Port Allen': '70767', 'Farmersville': '75442', 'Cornwall On Hudson': '12520', 'Ickesburg': '17037', 'Belle Harbor': '11694', 'Lake Ann': '49650', 'Rochester Hls': '48309', 'Troutman': '28166', 'Washington, Dc': '20009', 'Rhinelander': '54501', 'Windsor Locks': '06096', 'Paint Lick': '40461', 'Suffield': '06078', 'Mouth Of Wilson': '24363', 'Springport': '49284', 'Broadview Heights': '44147', 'Haubstadt': '47639', 'Skowhegan': '04976', 'Mcmurray': '15317', 'Central Falls': '02863', 'Cuyahoga Fls': '44223', 'Pettigrew': '72752', 'Gwynedd Valley': '19437', 'Metairie ': '70001', 'Shoals': '47581', 'Eldred': '12732', 'Blauvelt': '10913', 'Arnaudville': '70512', 'North Richland Hills': '76182', 'Mebane ': '27302', 'Pomeroy': '45769', 'North Haledon': '07508', 'S Lake Tahoe': '96150', 'Cunningham': '37052', 'Fellsmere': '32948', 'Hyannis': '02601', 'Greenfield Park': '12435', 'Quechee': '05059', 'Cashmere': '98815', 'Littlefield': '79339', 'Loyaltonloyalton': '96118', 'Montegut': '70377', 'Gibson Island': '21056', 'Warrensville Heights': '44128', 'Bakersville': '28705', 'Blawnox': '15238', 'Edmonton ': '42129', 'Andes': '13731', 'Granite City': '62040', 'Parish': '13131', 'Cool': '95614', 'Fort Gratiot': '48059', 'Reidsville': '27320', 'Tishomingo': '73460', 'Helper': '84526', 'East Granby': '06026', 'Bloomsbury': '08804', 'Holtsville': '11742', 'Bardstown': '40004', 'Godfrey': '62035', 'Newark ': '94560', 'Bainbridge Island ': '98110', 'Strattanville': '16258', 'Henryetta': '74437', 'Evesham': '08053', 'Hutto': '78634', 'Kew Gardens Hills': '11367', 'Finland': '55603', 'East Falmouth': '02536', 'Spring ': '77382', 'Marthasville': '63357', 'Alto': '49302', 'Crivitz': '54114', 'St. John': '00831', 'Pine River': '54965', 'East Norriton': '19403', 'Royal Palm Beach': '33411', 'Xenia': '45385', 'Croton-On-Hudson': '10520', 'Plymouth ': '03264', 'Tuba City': '86045', 'Los Gatos ': '95030', 'Brooker': '32622', 'Beaver Dam': '53916', 'South Fallsburg': '12779', 'Hubertus': '53033', 'North Branford': '06471', 'Rose Hill': '28458', 'Sicklerville': '08081', 'Nine Mile Falls': '99026', 'Otisfield': '04270', 'Keaau': '96749', 'Duck, Nc, Usa': '27949', 'Pingree Grove': '60140', 'Stormville': '12582', 'Rochelle Park': '07662', 'Uppr Marlboro': '20772', 'Pottstown ': '19464', 'China Spring': '76633', 'Watervilet': '12189', 'Grovetown ': '30813', 'East Peoria': '61611', 'Mercedes': '78570', 'Clarence Center': '14032', 'King City ': '97224', 'Lathrop': '95330', 'Zion Crossroads': '22942', 'Scotia': '12302'}
city_names = ["Aberdeen", "Abilene", "Akron", "Albany", "Albuquerque", "Alexandria", "Allentown", "Amarillo", "Anaheim", "Anchorage", "Ann Arbor", "Antioch", "Apple Valley", "Appleton", "Arlington", "Arvada", "Asheville", "Athens", "Atlanta", "Atlantic City", "Augusta", "Aurora", "Austin", "Bakersfield", "Baltimore", "Barnstable", "Baton Rouge", "Beaumont", "Bel Air", "Bellevue", "Berkeley", "Bethlehem", "Billings", "Birmingham", "Bloomington", "Boise", "Boise City", "Bonita Springs", "Boston", "Boulder", "Bradenton", "Bremerton", "Bridgeport", "Brighton", "Brownsville", "Bryan", "Buffalo", "Burbank", "Burlington", "Cambridge", "Canton", "Cape Coral", "Carrollton", "Cary", "Cathedral City", "Cedar Rapids", "Champaign", "Chandler", "Charleston", "Charlotte", "Chattanooga", "Chesapeake", "Chicago", "Chula Vista", "Cincinnati", "Clarke County", "Clarksville", "Clearwater", "Cleveland", "College Station", "Colorado Springs", "Columbia", "Columbus", "Concord", "Coral Springs", "Corona", "Corpus Christi", "Costa Mesa", "Dallas", "Daly City", "Danbury", "Davenport", "Davidson County", "Dayton", "Daytona Beach", "Deltona", "Denton", "Denver", "Des Moines", "Detroit", "Downey", "Duluth", "Durham", "El Monte", "El Paso", "Elizabeth", "Elk Grove", "Elkhart", "Erie", "Escondido", "Eugene", "Evansville", "Fairfield", "Fargo", "Fayetteville", "Fitchburg", "Flint", "Fontana", "Fort Collins", "Fort Lauderdale", "Fort Smith", "Fort Walton Beach", "Fort Wayne", "Fort Worth", "Frederick", "Fremont", "Fresno", "Fullerton", "Gainesville", "Garden Grove", "Garland", "Gastonia", "Gilbert", "Glendale", "Grand Prairie", "Grand Rapids", "Grayslake", "Green Bay", "GreenBay", "Greensboro", "Greenville", "Gulfport-Biloxi", "Hagerstown", "Hampton", "Harlingen", "Harrisburg", "Hartford", "Havre de Grace", "Hayward", "Hemet", "Henderson", "Hesperia", "Hialeah", "Hickory", "High Point", "Hollywood", "Honolulu", "Houma", "Houston", "Howell", "Huntington", "Huntington Beach", "Huntsville", "Independence", "Indianapolis", "Inglewood", "Irvine", "Irving", "Jackson", "Jacksonville", "Jefferson", "Jersey City", "Johnson City", "Joliet", "Kailua", "Kalamazoo", "Kaneohe", "Kansas City", "Kennewick", "Kenosha", "Killeen", "Kissimmee", "Knoxville", "Lacey", "Lafayette", "Lake Charles", "Lakeland", "Lakewood", "Lancaster", "Lansing", "Laredo", "Las Cruces", "Las Vegas", "Layton", "Leominster", "Lewisville", "Lexington", "Lincoln", "Little Rock", "Long Beach", "Lorain", "Los Angeles", "Louisville", "Lowell", "Lubbock", "Macon", "Madison", "Manchester", "Marina", "Marysville", "McAllen", "McHenry", "Medford", "Melbourne", "Memphis", "Merced", "Mesa", "Mesquite", "Miami", "Milwaukee", "Minneapolis", "Miramar", "Mission Viejo", "Mobile", "Modesto", "Monroe", "Monterey", "Montgomery", "Moreno Valley", "Murfreesboro", "Murrieta", "Muskegon", "Myrtle Beach", "Naperville", "Naples", "Nashua", "Nashville", "New Bedford", "New Haven", "New London", "New Orleans", "New York", "New York City", "Newark", "Newburgh", "Newport News", "Norfolk", "Normal", "Norman", "North Charleston", "North Las Vegas", "North Port", "Norwalk", "Norwich", "Oakland", "Ocala", "Oceanside", "Odessa", "Ogden", "Oklahoma City", "Olathe", "Olympia", "Omaha", "Ontario", "Orange", "Orem", "Orlando", "Overland Park", "Oxnard", "Palm Bay", "Palm Springs", "Palmdale", "Panama City", "Pasadena", "Paterson", "Pembroke Pines", "Pensacola", "Peoria", "Philadelphia", "Phoenix", "Pittsburgh", "Plano", "Pomona", "Pompano Beach", "Port Arthur", "Port Orange", "Port Saint Lucie", "Port St. Lucie", "Portland", "Portsmouth", "Poughkeepsie", "Providence", "Provo", "Pueblo", "Punta Gorda", "Racine", "Raleigh", "Rancho Cucamonga", "Reading", "Redding", "Reno", "Richland", "Richmond", "Richmond County", "Riverside", "Roanoke", "Rochester", "Rockford", "Roseville", "Round Lake Beach", "Sacramento", "Saginaw", "Saint Louis", "Saint Paul", "Saint Petersburg", "Salem", "Salinas", "Salt Lake City", "San Antonio", "San Bernardino", "San Buenaventura", "San Diego", "San Francisco", "San Jose", "Santa Ana", "Santa Barbara", "Santa Clara", "Santa Clarita", "Santa Cruz", "Santa Maria", "Santa Rosa", "Sarasota", "Savannah", "Scottsdale", "Scranton", "Seaside", "Seattle", "Sebastian", "Shreveport", "Simi Valley", "Sioux City", "Sioux Falls", "South Bend", "South Lyon", "Spartanburg", "Spokane", "Springdale", "Springfield", "St. Louis", "St. Paul", "St. Petersburg", "Stamford", "Sterling Heights", "Stockton", "Sunnyvale", "Syracuse", "Tacoma", "Tallahassee", "Tampa", "Temecula", "Tempe", "Thornton", "Thousand Oaks", "Toledo", "Topeka", "Torrance", "Trenton", "Tucson", "Tulsa", "Tuscaloosa", "Tyler", "Utica", "Vallejo", "Vancouver", "Vero Beach", "Victorville", "Virginia Beach", "Visalia", "Waco", "Warren", "Washington", "Waterbury", "Waterloo", "West Covina", "West Valley City", "Westminster", "Wichita", "Wilmington", "Winston", "Winter Haven", "Worcester", "Yakima", "Yonkers", "York", "Youngstown"]
lat = []
lon = []
colors = []
def zipToLatLon(postalcode):
if postalcode in cache:
return cache[postalcode]
cache[postalcode] = nomi.query_postal_code(postalcode)
return cache[postalcode]
for city_name in city_names:
if city_name in zipcode:
result = zipToLatLon(zipcode[city_name])
currLat = None
currLon = None
if result is not None and not math.isnan(result["latitude"]):
currLat = result["latitude"]
currLon = result["longitude"]
lat.append(currLat)
lon.append(currLon)
colors.append("#000000")
for index, row in police_killings.iterrows():
if (row['Place'] in place_coords):
lat.append(place_coords[row['Place']][0])
lon.append(place_coords[row['Place']][1])
else:
lat.append(np.nan)
lon.append(np.nan)
colors.append('#FF0000')
fig = px.scatter_geo(lat=lat,lon=lon, color=colors, color_discrete_map="identity")
police_killings = police_killings.drop(["Place"], axis = 1)
fig.show()